Pandas Profiling Report

Dataset statistics

Number of variables	117
Number of observations	4000
Missing cells	121562
Missing cells (%)	26.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	3.6 MiB
Average record size in memory	936.0 B

Variable types

NUM	111
BOOL	4
CAT	2

Warnings

`MechVent_min` has constant value "4000"	Constant
`Weight_max` is highly correlated with `Weight_min` and 1 other fields	High correlation
`Weight_min` is highly correlated with `Weight_max` and 1 other fields	High correlation
`Weight_med` is highly correlated with `Weight_min` and 1 other fields	High correlation
`NIMAP_max` is highly correlated with `NIDiasABP_max`	High correlation
`NIDiasABP_max` is highly correlated with `NIMAP_max`	High correlation
`BUN_max` is highly correlated with `BUN_min` and 1 other fields	High correlation
`BUN_min` is highly correlated with `BUN_max` and 1 other fields	High correlation
`BUN_med` is highly correlated with `BUN_min` and 1 other fields	High correlation
`Creatinine_max` is highly correlated with `Creatinine_min` and 1 other fields	High correlation
`Creatinine_min` is highly correlated with `Creatinine_max` and 1 other fields	High correlation
`Creatinine_med` is highly correlated with `Creatinine_min` and 1 other fields	High correlation
`HCO3_med` is highly correlated with `HCO3_min` and 1 other fields	High correlation
`HCO3_min` is highly correlated with `HCO3_med`	High correlation
`HCO3_max` is highly correlated with `HCO3_med`	High correlation
`Platelets_max` is highly correlated with `Platelets_min` and 1 other fields	High correlation
`Platelets_min` is highly correlated with `Platelets_max` and 1 other fields	High correlation
`Platelets_med` is highly correlated with `Platelets_min` and 1 other fields	High correlation
`Na_med` is highly correlated with `Na_max`	High correlation
`Na_max` is highly correlated with `Na_med`	High correlation
`WBC_med` is highly correlated with `WBC_min` and 1 other fields	High correlation
`WBC_min` is highly correlated with `WBC_med`	High correlation
`WBC_max` is highly correlated with `WBC_med`	High correlation
`SaO2_med` is highly correlated with `SaO2_max`	High correlation
`SaO2_max` is highly correlated with `SaO2_med`	High correlation
`Albumin_max` is highly correlated with `Albumin_min` and 1 other fields	High correlation
`Albumin_min` is highly correlated with `Albumin_max` and 1 other fields	High correlation
`Albumin_med` is highly correlated with `Albumin_min` and 1 other fields	High correlation
`ALP_med` is highly correlated with `ALP_min` and 1 other fields	High correlation
`ALP_min` is highly correlated with `ALP_med`	High correlation
`ALP_max` is highly correlated with `ALP_med`	High correlation
`ALT_med` is highly correlated with `ALT_max`	High correlation
`ALT_max` is highly correlated with `ALT_med`	High correlation
`AST_med` is highly correlated with `AST_max`	High correlation
`AST_max` is highly correlated with `AST_med`	High correlation
`Bilirubin_max` is highly correlated with `Bilirubin_min` and 1 other fields	High correlation
`Bilirubin_min` is highly correlated with `Bilirubin_max` and 1 other fields	High correlation
`Bilirubin_med` is highly correlated with `Bilirubin_min` and 1 other fields	High correlation
`Cholesterol_max` is highly correlated with `Cholesterol_min` and 1 other fields	High correlation
`Cholesterol_min` is highly correlated with `Cholesterol_max` and 1 other fields	High correlation
`Cholesterol_med` is highly correlated with `Cholesterol_min` and 1 other fields	High correlation
`TroponinI_med` is highly correlated with `TroponinI_min` and 1 other fields	High correlation
`TroponinI_min` is highly correlated with `TroponinI_med`	High correlation
`TroponinI_max` is highly correlated with `TroponinI_med`	High correlation
`TroponinT_med` is highly correlated with `TroponinT_min` and 1 other fields	High correlation
`TroponinT_min` is highly correlated with `TroponinT_med`	High correlation
`TroponinT_max` is highly correlated with `TroponinT_med`	High correlation
`Height` has 1910 (47.8%) missing values	Missing
`Weight_min` has 296 (7.4%) missing values	Missing
`Weight_max` has 296 (7.4%) missing values	Missing
`Weight_med` has 296 (7.4%) missing values	Missing
`GCS_min` has 64 (1.6%) missing values	Missing
`GCS_max` has 64 (1.6%) missing values	Missing
`GCS_med` has 64 (1.6%) missing values	Missing
`HR_min` has 63 (1.6%) missing values	Missing
`HR_max` has 63 (1.6%) missing values	Missing
`HR_med` has 63 (1.6%) missing values	Missing
`NIDiasABP_min` has 518 (12.9%) missing values	Missing
`NIDiasABP_max` has 518 (12.9%) missing values	Missing
`NIDiasABP_med` has 518 (12.9%) missing values	Missing
`NIMAP_min` has 520 (13.0%) missing values	Missing
`NIMAP_max` has 520 (13.0%) missing values	Missing
`NIMAP_med` has 520 (13.0%) missing values	Missing
`NISysABP_min` has 515 (12.9%) missing values	Missing
`NISysABP_max` has 515 (12.9%) missing values	Missing
`NISysABP_med` has 515 (12.9%) missing values	Missing
`RespRate_min` has 2899 (72.5%) missing values	Missing
`RespRate_max` has 2899 (72.5%) missing values	Missing
`RespRate_med` has 2899 (72.5%) missing values	Missing
`Temp_min` has 64 (1.6%) missing values	Missing
`Temp_max` has 64 (1.6%) missing values	Missing
`Temp_med` has 64 (1.6%) missing values	Missing
`Urine_min` has 117 (2.9%) missing values	Missing
`Urine_max` has 117 (2.9%) missing values	Missing
`Urine_med` has 117 (2.9%) missing values	Missing
`HCT_min` has 64 (1.6%) missing values	Missing
`HCT_max` has 64 (1.6%) missing values	Missing
`HCT_med` has 64 (1.6%) missing values	Missing
`BUN_min` has 64 (1.6%) missing values	Missing
`BUN_max` has 64 (1.6%) missing values	Missing
`BUN_med` has 64 (1.6%) missing values	Missing
`Creatinine_min` has 64 (1.6%) missing values	Missing
`Creatinine_max` has 64 (1.6%) missing values	Missing
`Creatinine_med` has 64 (1.6%) missing values	Missing
`Glucose_min` has 113 (2.8%) missing values	Missing
`Glucose_max` has 113 (2.8%) missing values	Missing
`Glucose_med` has 113 (2.8%) missing values	Missing
`HCO3_min` has 76 (1.9%) missing values	Missing
`HCO3_max` has 76 (1.9%) missing values	Missing
`HCO3_med` has 76 (1.9%) missing values	Missing
`Mg_min` has 103 (2.6%) missing values	Missing
`Mg_max` has 103 (2.6%) missing values	Missing
`Mg_med` has 103 (2.6%) missing values	Missing
`Platelets_min` has 68 (1.7%) missing values	Missing
`Platelets_max` has 68 (1.7%) missing values	Missing
`Platelets_med` has 68 (1.7%) missing values	Missing
`K_min` has 96 (2.4%) missing values	Missing
`K_max` has 96 (2.4%) missing values	Missing
`K_med` has 96 (2.4%) missing values	Missing
`Na_min` has 75 (1.9%) missing values	Missing
`Na_max` has 75 (1.9%) missing values	Missing
`Na_med` has 75 (1.9%) missing values	Missing
`WBC_min` has 73 (1.8%) missing values	Missing
`WBC_max` has 73 (1.8%) missing values	Missing
`WBC_med` has 73 (1.8%) missing values	Missing
`pH_min` has 962 (24.1%) missing values	Missing
`pH_max` has 962 (24.1%) missing values	Missing
`pH_med` has 962 (24.1%) missing values	Missing
`PaCO2_min` has 977 (24.4%) missing values	Missing
`PaCO2_max` has 977 (24.4%) missing values	Missing
`PaCO2_med` has 977 (24.4%) missing values	Missing
`PaO2_min` has 977 (24.4%) missing values	Missing
`PaO2_max` has 977 (24.4%) missing values	Missing
`PaO2_med` has 977 (24.4%) missing values	Missing
`DiasABP_min` has 1221 (30.5%) missing values	Missing
`DiasABP_max` has 1221 (30.5%) missing values	Missing
`DiasABP_med` has 1221 (30.5%) missing values	Missing
`FiO2_min` has 1283 (32.1%) missing values	Missing
`FiO2_max` has 1283 (32.1%) missing values	Missing
`FiO2_med` has 1283 (32.1%) missing values	Missing
`MAP_min` has 1208 (30.2%) missing values	Missing
`MAP_max` has 1208 (30.2%) missing values	Missing
`MAP_med` has 1208 (30.2%) missing values	Missing
`SysABP_min` has 1220 (30.5%) missing values	Missing
`SysABP_max` has 1220 (30.5%) missing values	Missing
`SysABP_med` has 1220 (30.5%) missing values	Missing
`SaO2_min` has 2208 (55.2%) missing values	Missing
`SaO2_max` has 2208 (55.2%) missing values	Missing
`SaO2_med` has 2208 (55.2%) missing values	Missing
`Albumin_min` has 2385 (59.6%) missing values	Missing
`Albumin_max` has 2385 (59.6%) missing values	Missing
`Albumin_med` has 2385 (59.6%) missing values	Missing
`ALP_min` has 2310 (57.8%) missing values	Missing
`ALP_max` has 2310 (57.8%) missing values	Missing
`ALP_med` has 2310 (57.8%) missing values	Missing
`ALT_min` has 2279 (57.0%) missing values	Missing
`ALT_max` has 2279 (57.0%) missing values	Missing
`ALT_med` has 2279 (57.0%) missing values	Missing
`AST_min` has 2275 (56.9%) missing values	Missing
`AST_max` has 2275 (56.9%) missing values	Missing
`AST_med` has 2275 (56.9%) missing values	Missing
`Bilirubin_min` has 2282 (57.0%) missing values	Missing
`Bilirubin_max` has 2282 (57.0%) missing values	Missing
`Bilirubin_med` has 2282 (57.0%) missing values	Missing
`Lactate_min` has 1817 (45.4%) missing values	Missing
`Lactate_max` has 1817 (45.4%) missing values	Missing
`Lactate_med` has 1817 (45.4%) missing values	Missing
`Cholesterol_min` has 3695 (92.4%) missing values	Missing
`Cholesterol_max` has 3695 (92.4%) missing values	Missing
`Cholesterol_med` has 3695 (92.4%) missing values	Missing
`TroponinI_min` has 3795 (94.9%) missing values	Missing
`TroponinI_max` has 3795 (94.9%) missing values	Missing
`TroponinI_med` has 3795 (94.9%) missing values	Missing
`TroponinT_min` has 3137 (78.4%) missing values	Missing
`TroponinT_max` has 3137 (78.4%) missing values	Missing
`TroponinT_med` has 3137 (78.4%) missing values	Missing
`PATIENT_ID` has unique values	Unique
`Urine_min` has 664 (16.6%) zeros	Zeros
`Urine_med` has 46 (1.1%) zeros	Zeros

Reproduction

Analysis started	2020-09-17 13:51:35.167826
Analysis finished	2020-09-17 13:52:48.823369
Duration	1 minute and 13.66 seconds
Software version	pandas-profiling v2.9.0
Download configuration	config.yaml

PATIENT_ID
Real number (ℝ_≥0)

UNIQUE

Distinct	4000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	137605.122
Minimum	132539
Maximum	142673
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	132539
5-th percentile	133038.95
Q1	135075.75
median	137592.5
Q3	140100.25
95-th percentile	142176.2
Maximum	142673
Range	10134
Interquartile range (IQR)	5024.5

Descriptive statistics

Standard deviation	2923.608886
Coefficient of variation (CV)	0.02124636673
Kurtosis	-1.191489871
Mean	137605.122
Median Absolute Deviation (MAD)	2513
Skewness	0.00584744361
Sum	550420488
Variance	8547488.92
Monotocity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
135162	1	< 0.1%
139889	1	< 0.1%
142205	1	< 0.1%
141960	1	< 0.1%
133764	1	< 0.1%
135811	1	< 0.1%
139905	1	< 0.1%
142106	1	< 0.1%
135803	1	< 0.1%
137850	1	< 0.1%
Other values (3990)	3990	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
132539	1	< 0.1%
132540	1	< 0.1%
132541	1	< 0.1%
132543	1	< 0.1%
132545	1	< 0.1%

Value	Count	Frequency (%)
142673	1	< 0.1%
142671	1	< 0.1%
142670	1	< 0.1%
142667	1	< 0.1%
142665	1	< 0.1%

ihd
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	31.2 KiB

0	3446
1	554

Common Values
Chart

Value	Count	Frequency (%)
0	3446	86.2%
1	554	13.9%

Age
Real number (ℝ_≥0)

Distinct	76
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	64.2475
Minimum	15
Maximum	90
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	15
5-th percentile	29
Q1	52.75
median	67
Q3	78
95-th percentile	89
Maximum	90
Range	75
Interquartile range (IQR)	25.25

Descriptive statistics

Standard deviation	17.56094646
Coefficient of variation (CV)	0.2733327594
Kurtosis	-0.3325881438
Mean	64.2475
Median Absolute Deviation (MAD)	12
Skewness	-0.6062680114
Sum	256990
Variance	308.3868405
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
90	164	4.1%
77	126	3.1%
78	104	2.6%
83	102	2.5%
79	100	2.5%
74	93	2.3%
72	90	2.2%
80	89	2.2%
73	88	2.2%
81	86	2.1%
Other values (66)	2958	74.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
15	1	< 0.1%
16	1	< 0.1%
17	4	0.1%
18	12	0.3%
19	18	0.4%

Value	Count	Frequency (%)
90	164	4.1%
89	41	1.0%
88	51	1.3%
87	49	1.2%
86	65	1.6%

Gender
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	3
Missing (%)	0.1%
Memory size	31.2 KiB

male	2246
female	1751

Frequencies
Length

Value	Count	Frequency (%)
male	2246	56.1%
female	1751	43.8%
(Missing)	3	0.1%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	6
Median length	4
Mean length	4.87475
Min length	3

Height
Real number (ℝ_≥0)

MISSING

Distinct	57
Distinct (%)	2.7%
Missing	1910
Missing (%)	47.8%
Infinite	0
Infinite (%)	0.0%

Mean	169.6778947
Minimum	121.9
Maximum	205.7
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	121.9
5-th percentile	152.4
Q1	162.6
median	170.2
Q3	177.8
95-th percentile	185.4
Maximum	205.7
Range	83.8
Interquartile range (IQR)	15.2

Descriptive statistics

Standard deviation	10.8649074
Coefficient of variation (CV)	0.06403254484
Kurtosis	0.0004934701394
Mean	169.6778947
Median Absolute Deviation (MAD)	7.6
Skewness	-0.245786223
Sum	354626.8
Variance	118.0462129
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
177.8	213	5.3%
182.9	188	4.7%
170.2	173	4.3%
172.7	169	4.2%
167.6	162	4.0%
162.6	153	3.8%
157.5	142	3.5%
175.3	137	3.4%
165.1	124	3.1%
180.3	115	2.9%
Other values (47)	514	12.8%
(Missing)	1910	47.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
121.9	2	0.1%
127	1	< 0.1%
129.5	1	< 0.1%
132.1	1	< 0.1%
134.6	2	0.1%

Value	Count	Frequency (%)
205.7	1	< 0.1%
203.2	1	< 0.1%
203	1	< 0.1%
200.7	2	0.1%
198.1	4	0.1%

ICUType
Categorical

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	31.2 KiB

Medical ICU	1481
Surgical ICU	1068
Cardiac Surgery Recovery Unit	874
Coronary Care Unit	577

Frequencies
Length

Value	Count	Frequency (%)
Medical ICU	1481	37.0%
Surgical ICU	1068	26.7%
Cardiac Surgery Recovery Unit	874	21.9%
Coronary Care Unit	577	14.4%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	29
Median length	12
Mean length	16.20975
Min length	11

Weight_min
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	843
Distinct (%)	22.8%
Missing	296
Missing (%)	7.4%
Infinite	0
Infinite (%)	0.0%

Mean	81.08357181
Minimum	21.7
Maximum	300
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	21.7
5-th percentile	50.315
Q1	65.7
median	78.15
Q3	91.625
95-th percentile	121
Maximum	300
Range	278.3
Interquartile range (IQR)	25.925

Descriptive statistics

Standard deviation	23.2898023
Coefficient of variation (CV)	0.2872320716
Kurtosis	7.412608976
Mean	81.08357181
Median Absolute Deviation (MAD)	13.05
Skewness	1.67008094
Sum	300333.55
Variance	542.4148913
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
70	102	2.5%
80	81	2.0%
90	62	1.6%
60	59	1.5%
75	54	1.4%
65	53	1.3%
100	45	1.1%
85	41	1.0%
73	29	0.7%
82	28	0.7%
Other values (833)	3150	78.8%
(Missing)	296	7.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
21.7	1	< 0.1%
31.7	1	< 0.1%
32	1	< 0.1%
34.6	1	< 0.1%
35	1	< 0.1%

Value	Count	Frequency (%)
300	1	< 0.1%
280	1	< 0.1%
253	1	< 0.1%
235	1	< 0.1%
230	1	< 0.1%

Weight_max
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	881
Distinct (%)	23.8%
Missing	296
Missing (%)	7.4%
Infinite	0
Infinite (%)	0.0%

Mean	84.04357991
Minimum	31.7
Maximum	300
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	31.7
5-th percentile	52.3
Q1	67.7
median	81
Q3	96
95-th percentile	126
Maximum	300
Range	268.3
Interquartile range (IQR)	28.3

Descriptive statistics

Standard deviation	24.27108491
Coefficient of variation (CV)	0.2887916594
Kurtosis	6.617695515
Mean	84.04357991
Median Absolute Deviation (MAD)	14
Skewness	1.607964625
Sum	311297.42
Variance	589.0855627
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
70	71	1.8%
90	56	1.4%
80	55	1.4%
65	49	1.2%
60	44	1.1%
100	40	1.0%
85	39	1.0%
75	38	0.9%
77	29	0.7%
73	28	0.7%
Other values (871)	3255	81.4%
(Missing)	296	7.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
31.7	1	< 0.1%
32	1	< 0.1%
34.6	1	< 0.1%
35	1	< 0.1%
36	1	< 0.1%

Value	Count	Frequency (%)
300	1	< 0.1%
280	1	< 0.1%
253	1	< 0.1%
235	1	< 0.1%
230	1	< 0.1%

Weight_med
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	876
Distinct (%)	23.7%
Missing	296
Missing (%)	7.4%
Infinite	0
Infinite (%)	0.0%

Mean	83.24340173
Minimum	21.7
Maximum	300
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	21.7
5-th percentile	51.8
Q1	67
median	80
Q3	95
95-th percentile	124.485
Maximum	300
Range	278.3
Interquartile range (IQR)	28

Descriptive statistics

Standard deviation	23.96331452
Coefficient of variation (CV)	0.2878704381
Kurtosis	6.624566592
Mean	83.24340173
Median Absolute Deviation (MAD)	14
Skewness	1.582974286
Sum	308333.56
Variance	574.2404428
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
70	78	1.9%
80	59	1.5%
90	51	1.3%
60	46	1.1%
65	46	1.1%
75	40	1.0%
100	38	0.9%
85	36	0.9%
77	30	0.8%
73	28	0.7%
Other values (866)	3252	81.3%
(Missing)	296	7.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
21.7	1	< 0.1%
31.7	1	< 0.1%
32	1	< 0.1%
34.6	1	< 0.1%
35	1	< 0.1%

Value	Count	Frequency (%)
300	1	< 0.1%
280	1	< 0.1%
253	1	< 0.1%
235	1	< 0.1%
230	1	< 0.1%

GCS_min
Real number (ℝ_≥0)

MISSING

Distinct	13
Distinct (%)	0.3%
Missing	64
Missing (%)	1.6%
Infinite	0
Infinite (%)	0.0%

Mean	8.222560976
Minimum	3
Maximum	15
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	3
5-th percentile	3
Q1	3
median	7
Q3	14
95-th percentile	15
Maximum	15
Range	12
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	4.805519819
Coefficient of variation (CV)	0.5844310347
Kurtosis	-1.545992224
Mean	8.222560976
Median Absolute Deviation (MAD)	4
Skewness	0.2502575264
Sum	32364
Variance	23.09302073
Monotocity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
3	1378	34.4%
15	719	18.0%
14	351	8.8%
6	294	7.3%
7	282	7.0%
8	195	4.9%
10	193	4.8%
13	145	3.6%
9	139	3.5%
11	110	2.8%
Other values (3)	130	3.2%
(Missing)	64	1.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
3	1378	34.4%
4	36	0.9%
5	45	1.1%
6	294	7.3%
7	282	7.0%

Value	Count	Frequency (%)
15	719	18.0%
14	351	8.8%
13	145	3.6%
12	49	1.2%
11	110	2.8%

GCS_max
Real number (ℝ_≥0)

MISSING

Distinct	13
Distinct (%)	0.3%
Missing	64
Missing (%)	1.6%
Infinite	0
Infinite (%)	0.0%

Mean	13.52820122
Minimum	3
Maximum	15
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	3
5-th percentile	8
Q1	12
median	15
Q3	15
95-th percentile	15
Maximum	15
Range	12
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.596492095
Coefficient of variation (CV)	0.1919318062
Kurtosis	2.38686935
Mean	13.52820122
Median Absolute Deviation (MAD)	0
Skewness	-1.747218889
Sum	53247
Variance	6.741771198
Monotocity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
15	2705	67.6%
11	337	8.4%
10	266	6.7%
14	198	5.0%
9	109	2.7%
8	82	2.1%
7	66	1.7%
13	46	1.1%
6	41	1.0%
12	33	0.8%
Other values (3)	53	1.3%
(Missing)	64	1.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
3	28	0.7%
4	15	0.4%
5	10	0.2%
6	41	1.0%
7	66	1.7%

Value	Count	Frequency (%)
15	2705	67.6%
14	198	5.0%
13	46	1.1%
12	33	0.8%
11	337	8.4%

GCS_med
Real number (ℝ_≥0)

MISSING

Distinct	25
Distinct (%)	0.6%
Missing	64
Missing (%)	1.6%
Infinite	0
Infinite (%)	0.0%

Mean	11.99580793
Minimum	3
Maximum	15
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	3
5-th percentile	5
Q1	10
median	14
Q3	15
95-th percentile	15
Maximum	15
Range	12
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	3.579082277
Coefficient of variation (CV)	0.2983610857
Kurtosis	-0.3079868296
Mean	11.99580793
Median Absolute Deviation (MAD)	1
Skewness	-0.9017996621
Sum	47215.5
Variance	12.80982994
Monotocity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
15	1813	45.3%
10	389	9.7%
11	239	6.0%
14	232	5.8%
8	190	4.8%
7	181	4.5%
9	167	4.2%
3	155	3.9%
6	132	3.3%
13	120	3.0%
Other values (15)	318	8.0%
(Missing)	64	1.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
3	155	3.9%
3.5	6	0.1%
4	23	0.6%
4.5	4	0.1%
5	21	0.5%

Value	Count	Frequency (%)
15	1813	45.3%
14.5	33	0.8%
14	232	5.8%
13.5	20	0.5%
13	120	3.0%

HR_min
Real number (ℝ_≥0)

MISSING

Distinct	96
Distinct (%)	2.4%
Missing	63
Missing (%)	1.6%
Infinite	0
Infinite (%)	0.0%

Mean	68.62334265
Minimum	3.5
Maximum	115
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	3.5
5-th percentile	47
Q1	60
median	68
Q3	77
95-th percentile	93
Maximum	115
Range	111.5
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	14.09421032
Coefficient of variation (CV)	0.2053850741
Kurtosis	0.4427479699
Mean	68.62334265
Median Absolute Deviation (MAD)	9
Skewness	0.1387964486
Sum	270170.1
Variance	198.6467644
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60	173	4.3%
70	133	3.3%
71	128	3.2%
66	126	3.1%
68	124	3.1%
61	123	3.1%
65	120	3.0%
64	110	2.8%
72	106	2.6%
63	104	2.6%
Other values (86)	2690	67.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
3.5	1	< 0.1%
7.6	1	< 0.1%
14	1	< 0.1%
17	1	< 0.1%
18	1	< 0.1%

Value	Count	Frequency (%)
115	2	0.1%
114	3	0.1%
112	1	< 0.1%
111	2	0.1%
110	6	0.1%

HR_max
Real number (ℝ_≥0)

MISSING

Distinct	141
Distinct (%)	3.6%
Missing	63
Missing (%)	1.6%
Infinite	0
Infinite (%)	0.0%

Mean	112.3975616
Minimum	53
Maximum	219
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	53
5-th percentile	81
Q1	96
median	110
Q3	125
95-th percentile	152
Maximum	219
Range	166
Interquartile range (IQR)	29

Descriptive statistics

Standard deviation	22.15662544
Coefficient of variation (CV)	0.1971272786
Kurtosis	1.03454369
Mean	112.3975616
Median Absolute Deviation (MAD)	14
Skewness	0.7158504757
Sum	442509.2
Variance	490.916051
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
99	86	2.1%
95	80	2.0%
104	80	2.0%
102	78	1.9%
114	76	1.9%
120	75	1.9%
118	74	1.8%
105	73	1.8%
91	73	1.8%
96	72	1.8%
Other values (131)	3170	79.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
53	1	< 0.1%
59	2	0.1%
60	1	< 0.1%
62	1	< 0.1%
63	2	0.1%

Value	Count	Frequency (%)
219	1	< 0.1%
217	1	< 0.1%
214	1	< 0.1%
211	1	< 0.1%
210	1	< 0.1%

HR_med
Real number (ℝ_≥0)

MISSING

Distinct	170
Distinct (%)	4.3%
Missing	63
Missing (%)	1.6%
Infinite	0
Infinite (%)	0.0%

Mean	86.38354077
Minimum	40
Maximum	142
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	40
5-th percentile	62.9
Q1	76
median	86
Q3	96
95-th percentile	112
Maximum	142
Range	102
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	15.0081351
Coefficient of variation (CV)	0.1737383646
Kurtosis	0.004522556807
Mean	86.38354077
Median Absolute Deviation (MAD)	10
Skewness	0.2690626208
Sum	340092
Variance	225.2441193
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
80	156	3.9%
90	112	2.8%
88	112	2.8%
84	105	2.6%
87	90	2.2%
81	89	2.2%
86	87	2.2%
96	81	2.0%
89	81	2.0%
91	80	2.0%
Other values (160)	2944	73.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
40	1	< 0.1%
44	2	0.1%
45	1	< 0.1%
46	1	< 0.1%
47.5	1	< 0.1%

Value	Count	Frequency (%)
142	1	< 0.1%
141	1	< 0.1%
139	1	< 0.1%
137	1	< 0.1%
136	1	< 0.1%

NIDiasABP_min
Real number (ℝ_≥0)

MISSING

Distinct	85
Distinct (%)	2.4%
Missing	518
Missing (%)	12.9%
Infinite	0
Infinite (%)	0.0%

Mean	40.81447444
Minimum	3
Maximum	103
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	3
5-th percentile	21
Q1	32
median	40
Q3	48
95-th percentile	62.95
Maximum	103
Range	100
Interquartile range (IQR)	16

Descriptive statistics

Standard deviation	12.79163839
Coefficient of variation (CV)	0.313409362
Kurtosis	0.6375458875
Mean	40.81447444
Median Absolute Deviation (MAD)	8
Skewness	0.4368486236
Sum	142116
Variance	163.6260128
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
39	129	3.2%
42	120	3.0%
45	115	2.9%
37	113	2.8%
43	109	2.7%
40	109	2.7%
44	107	2.7%
31	105	2.6%
38	104	2.6%
41	103	2.6%
Other values (75)	2368	59.2%
(Missing)	518	13.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
3	1	< 0.1%
6	1	< 0.1%
10	10	0.2%
11	5	0.1%
12	10	0.2%

Value	Count	Frequency (%)
103	1	< 0.1%
97	1	< 0.1%
92	1	< 0.1%
91	1	< 0.1%
90	2	0.1%

NIDiasABP_max
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	130
Distinct (%)	3.7%
Missing	518
Missing (%)	12.9%
Infinite	0
Infinite (%)	0.0%

Mean	79.30499713
Minimum	26
Maximum	201
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	26
5-th percentile	50
Q1	66
median	79
Q3	91
95-th percentile	111
Maximum	201
Range	175
Interquartile range (IQR)	25

Descriptive statistics

Standard deviation	19.30765219
Coefficient of variation (CV)	0.2434607262
Kurtosis	1.76242607
Mean	79.30499713
Median Absolute Deviation (MAD)	12
Skewness	0.6150164453
Sum	276140
Variance	372.7854332
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
80	80	2.0%
74	77	1.9%
89	76	1.9%
75	76	1.9%
73	76	1.9%
88	76	1.9%
87	76	1.9%
77	75	1.9%
85	75	1.9%
67	75	1.9%
Other values (120)	2720	68.0%
(Missing)	518	13.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
26	1	< 0.1%
29	5	0.1%
30	2	0.1%
31	2	0.1%
32	2	0.1%

Value	Count	Frequency (%)
201	1	< 0.1%
180	2	0.1%
178	1	< 0.1%
174	1	< 0.1%
168	1	< 0.1%

NIDiasABP_med
Real number (ℝ_≥0)

MISSING

Distinct	146
Distinct (%)	4.2%
Missing	518
Missing (%)	12.9%
Infinite	0
Infinite (%)	0.0%

Mean	56.78676048
Minimum	22
Maximum	110
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	22
5-th percentile	39
Q1	48.5
median	56
Q3	64
95-th percentile	78
Maximum	110
Range	88
Interquartile range (IQR)	15.5

Descriptive statistics

Standard deviation	12.09569855
Coefficient of variation (CV)	0.213002088
Kurtosis	0.4168749106
Mean	56.78676048
Median Absolute Deviation (MAD)	8
Skewness	0.4669678379
Sum	197731.5
Variance	146.3059235
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
53	115	2.9%
52	107	2.7%
50	103	2.6%
54	102	2.5%
56	101	2.5%
58	95	2.4%
59	90	2.2%
48	89	2.2%
57	85	2.1%
47	85	2.1%
Other values (136)	2510	62.7%
(Missing)	518	13.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
22	2	0.1%
23.5	1	< 0.1%
25	1	< 0.1%
25.5	1	< 0.1%
26	1	< 0.1%

Value	Count	Frequency (%)
110	1	< 0.1%
107.5	1	< 0.1%
100.5	1	< 0.1%
99	1	< 0.1%
98.5	1	< 0.1%

NIMAP_min
Real number (ℝ_≥0)

MISSING

Distinct	238
Distinct (%)	6.8%
Missing	520
Missing (%)	13.0%
Infinite	0
Infinite (%)	0.0%

Mean	59.69268103
Minimum	7
Maximum	121
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	7
5-th percentile	40.67
Q1	51
median	58.67
Q3	67
95-th percentile	82.347
Maximum	121
Range	114
Interquartile range (IQR)	16

Descriptive statistics

Standard deviation	13.03787374
Coefficient of variation (CV)	0.2184166218
Kurtosis	1.237364729
Mean	59.69268103
Median Absolute Deviation (MAD)	8
Skewness	0.5723448905
Sum	207730.53
Variance	169.9861516
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
58	75	1.9%
59	74	1.8%
54	71	1.8%
66	64	1.6%
50	63	1.6%
57	63	1.6%
56	59	1.5%
61	59	1.5%
53	59	1.5%
60	58	1.5%
Other values (228)	2835	70.9%
(Missing)	520	13.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7	1	< 0.1%
18	1	< 0.1%
19	1	< 0.1%
20	2	0.1%
23	2	0.1%

Value	Count	Frequency (%)
121	1	< 0.1%
119.7	1	< 0.1%
115.7	2	0.1%
114.7	1	< 0.1%
111.7	1	< 0.1%

NIMAP_max
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	317
Distinct (%)	9.1%
Missing	520
Missing (%)	13.0%
Infinite	0
Infinite (%)	0.0%

Mean	96.76192241
Minimum	39.67
Maximum	209
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	39.67
5-th percentile	68.67
Q1	84
median	95.67
Q3	107.7
95-th percentile	128
Maximum	209
Range	169.33
Interquartile range (IQR)	23.7

Descriptive statistics

Standard deviation	18.91739825
Coefficient of variation (CV)	0.1955045722
Kurtosis	1.894313166
Mean	96.76192241
Median Absolute Deviation (MAD)	12
Skewness	0.7093120136
Sum	336731.49
Variance	357.8679565
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
86	51	1.3%
100	44	1.1%
94	44	1.1%
87	44	1.1%
106	43	1.1%
103	43	1.1%
96	43	1.1%
99	42	1.1%
83	42	1.1%
89	42	1.1%
Other values (307)	3042	76.0%
(Missing)	520	13.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
39.67	1	< 0.1%
42	1	< 0.1%
43.33	1	< 0.1%
47	1	< 0.1%
47.33	1	< 0.1%

Value	Count	Frequency (%)
209	1	< 0.1%
199	1	< 0.1%
196.7	1	< 0.1%
194	1	< 0.1%
189	1	< 0.1%

NIMAP_med
Real number (ℝ_≥0)

MISSING

Distinct	521
Distinct (%)	15.0%
Missing	520
Missing (%)	13.0%
Infinite	0
Infinite (%)	0.0%

Mean	75.89954454
Minimum	36.67
Maximum	132
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	36.67
5-th percentile	58.33
Q1	67.33
median	74.33
Q3	83
95-th percentile	98.84325
Maximum	132
Range	95.33
Interquartile range (IQR)	15.67

Descriptive statistics

Standard deviation	12.44148958
Coefficient of variation (CV)	0.1639204775
Kurtosis	0.6767034096
Mean	75.89954454
Median Absolute Deviation (MAD)	7.67
Skewness	0.6405990675
Sum	264130.415
Variance	154.790663
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
72	67	1.7%
67	60	1.5%
75	59	1.5%
76	53	1.3%
68	52	1.3%
74	51	1.3%
71	50	1.2%
70	45	1.1%
69	44	1.1%
73	43	1.1%
Other values (511)	2956	73.9%
(Missing)	520	13.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
36.67	1	< 0.1%
39.67	1	< 0.1%
42	1	< 0.1%
42.5	1	< 0.1%
46	1	< 0.1%

Value	Count	Frequency (%)
132	1	< 0.1%
128.3	1	< 0.1%
126	1	< 0.1%
124	2	0.1%
123	1	< 0.1%

NISysABP_min
Real number (ℝ_≥0)

MISSING

Distinct	133
Distinct (%)	3.8%
Missing	515
Missing (%)	12.9%
Infinite	0
Infinite (%)	0.0%

Mean	94.30961263
Minimum	1
Maximum	234
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	1
5-th percentile	66
Q1	82
median	92
Q3	105
95-th percentile	128
Maximum	234
Range	233
Interquartile range (IQR)	23

Descriptive statistics

Standard deviation	19.67559031
Coefficient of variation (CV)	0.2086276231
Kurtosis	2.668385537
Mean	94.30961263
Median Absolute Deviation (MAD)	11
Skewness	0.5572754282
Sum	328669
Variance	387.1288542
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
91	104	2.6%
90	103	2.6%
95	93	2.3%
92	90	2.2%
88	86	2.1%
87	84	2.1%
93	83	2.1%
85	81	2.0%
89	80	2.0%
94	77	1.9%
Other values (123)	2604	65.1%
(Missing)	515	12.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
4	2	0.1%
11	2	0.1%
12	1	< 0.1%

Value	Count	Frequency (%)
234	1	< 0.1%
211	1	< 0.1%
187	2	0.1%
185	1	< 0.1%
181	1	< 0.1%

NISysABP_max
Real number (ℝ_≥0)

MISSING

Distinct	162
Distinct (%)	4.6%
Missing	515
Missing (%)	12.9%
Infinite	0
Infinite (%)	0.0%

Mean	144.1911047
Minimum	2
Maximum	296
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	2
5-th percentile	105
Q1	126
median	142
Q3	160
95-th percentile	190
Maximum	296
Range	294
Interquartile range (IQR)	34

Descriptive statistics

Standard deviation	26.41232667
Coefficient of variation (CV)	0.1831758396
Kurtosis	1.093295539
Mean	144.1911047
Median Absolute Deviation (MAD)	17
Skewness	0.5304378796
Sum	502506
Variance	697.6110001
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
142	68	1.7%
133	67	1.7%
138	66	1.7%
137	65	1.6%
128	59	1.5%
131	59	1.5%
135	58	1.5%
149	58	1.5%
147	58	1.5%
134	58	1.5%
Other values (152)	2869	71.7%
(Missing)	515	12.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2	1	< 0.1%
61	1	< 0.1%
72	1	< 0.1%
73	1	< 0.1%
74	1	< 0.1%

Value	Count	Frequency (%)
296	1	< 0.1%
274	1	< 0.1%
260	1	< 0.1%
252	1	< 0.1%
251	1	< 0.1%

NISysABP_med
Real number (ℝ_≥0)

MISSING

Distinct	209
Distinct (%)	6.0%
Missing	515
Missing (%)	12.9%
Infinite	0
Infinite (%)	0.0%

Mean	117.6355811
Minimum	2
Maximum	234
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	2
5-th percentile	92
Q1	103.5
median	115
Q3	130
95-th percentile	152
Maximum	234
Range	232
Interquartile range (IQR)	26.5

Descriptive statistics

Standard deviation	19.03685235
Coefficient of variation (CV)	0.1618290332
Kurtosis	1.158264938
Mean	117.6355811
Median Absolute Deviation (MAD)	13
Skewness	0.6264062484
Sum	409960
Variance	362.4017474
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
112	77	1.9%
102	67	1.7%
111	64	1.6%
108	63	1.6%
114	62	1.6%
109	62	1.6%
113	61	1.5%
104	61	1.5%
107	61	1.5%
115	60	1.5%
Other values (199)	2847	71.2%
(Missing)	515	12.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2	1	< 0.1%
60.5	1	< 0.1%
61	1	< 0.1%
70.5	1	< 0.1%
72	3	0.1%

Value	Count	Frequency (%)
234	1	< 0.1%
211	1	< 0.1%
205	1	< 0.1%
202	1	< 0.1%
195	1	< 0.1%

RespRate_min
Real number (ℝ_≥0)

MISSING

Distinct	24
Distinct (%)	2.2%
Missing	2899
Missing (%)	72.5%
Infinite	0
Infinite (%)	0.0%

Mean	12.34514078
Minimum	1
Maximum	26
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	1
5-th percentile	7
Q1	10
median	12
Q3	14
95-th percentile	18
Maximum	26
Range	25
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.373270129
Coefficient of variation (CV)	0.2732467932
Kurtosis	0.2588399149
Mean	12.34514078
Median Absolute Deviation (MAD)	2
Skewness	0.09022233515
Sum	13592
Variance	11.37895137
Monotocity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
12	164	4.1%
11	122	3.0%
14	117	2.9%
13	115	2.9%
10	98	2.5%
16	85	2.1%
15	81	2.0%
9	68	1.7%
8	61	1.5%
7	38	0.9%
Other values (14)	152	3.8%
(Missing)	2899	72.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	10	0.2%
5	8	0.2%

Value	Count	Frequency (%)
26	1	< 0.1%
23	2	0.1%
22	2	0.1%
21	4	0.1%
20	17	0.4%

RespRate_max
Real number (ℝ_≥0)

MISSING

Distinct	45
Distinct (%)	4.1%
Missing	2899
Missing (%)	72.5%
Infinite	0
Infinite (%)	0.0%

Mean	29.30063579
Minimum	16
Maximum	98
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	16
5-th percentile	21
Q1	25
median	28
Q3	32
95-th percentile	42
Maximum	98
Range	82
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	7.542093365
Coefficient of variation (CV)	0.2574037444
Kurtosis	17.84741002
Mean	29.30063579
Median Absolute Deviation (MAD)	4
Skewness	2.837221519
Sum	32260
Variance	56.88317232
Monotocity	Not monotonic

Histogram with fixed size bins (bins=45)

Value	Count	Frequency (%)
28	93	2.3%
26	89	2.2%
27	87	2.2%
24	83	2.1%
25	79	2.0%
30	68	1.7%
23	66	1.7%
29	53	1.3%
32	50	1.2%
22	48	1.2%
Other values (35)	385	9.6%
(Missing)	2899	72.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
16	2	0.1%
17	5	0.1%
18	5	0.1%
19	8	0.2%
20	26	0.7%

Value	Count	Frequency (%)
98	2	0.1%
91	1	< 0.1%
70	1	< 0.1%
69	1	< 0.1%
61	1	< 0.1%

RespRate_med
Real number (ℝ_≥0)

MISSING

Distinct	46
Distinct (%)	4.2%
Missing	2899
Missing (%)	72.5%
Infinite	0
Infinite (%)	0.0%

Mean	19.44913715
Minimum	9.5
Maximum	40
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	9.5
5-th percentile	14
Q1	17
median	19
Q3	22
95-th percentile	26.5
Maximum	40
Range	30.5
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	4.033287817
Coefficient of variation (CV)	0.2073761826
Kurtosis	1.7081236
Mean	19.44913715
Median Absolute Deviation (MAD)	2.5
Skewness	0.9108346791
Sum	21413.5
Variance	16.26741062
Monotocity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
19	118	2.9%
18	116	2.9%
17	107	2.7%
20	103	2.6%
16	102	2.5%
22	68	1.7%
21	61	1.5%
23	55	1.4%
15	51	1.3%
14	49	1.2%
Other values (36)	271	6.8%
(Missing)	2899	72.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
9.5	1	< 0.1%
10	1	< 0.1%
11	4	0.1%
12	13	0.3%
13	15	0.4%

Value	Count	Frequency (%)
40	1	< 0.1%
39	1	< 0.1%
36	1	< 0.1%
35.5	1	< 0.1%
34	2	0.1%

Temp_min
Real number (ℝ_≥0)

MISSING

Distinct	64
Distinct (%)	1.6%
Missing	64
Missing (%)	1.6%
Infinite	0
Infinite (%)	0.0%

Mean	35.89001524
Minimum	26.7
Maximum	38.8
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	26.7
5-th percentile	34.575
Q1	35.5
median	36
Q3	36.4
95-th percentile	37
Maximum	38.8
Range	12.1
Interquartile range (IQR)	0.9

Descriptive statistics

Standard deviation	0.8152232642
Coefficient of variation (CV)	0.02271448643
Kurtosis	8.718000108
Mean	35.89001524
Median Absolute Deviation (MAD)	0.4
Skewness	-1.52597406
Sum	141263.1
Variance	0.6645889705
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
35.6	313	7.8%
36.1	307	7.7%
36.2	250	6.2%
35.8	217	5.4%
36.3	216	5.4%
35.9	213	5.3%
36.4	202	5.1%
36.6	193	4.8%
35.7	185	4.6%
36.7	167	4.2%
Other values (54)	1673	41.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
26.7	1	< 0.1%
28.8	1	< 0.1%
29.9	1	< 0.1%
30.2	1	< 0.1%
30.6	1	< 0.1%

Value	Count	Frequency (%)
38.8	1	< 0.1%
38.1	1	< 0.1%
37.8	4	0.1%
37.7	11	0.3%
37.6	9	0.2%

Temp_max
Real number (ℝ_≥0)

MISSING

Distinct	54
Distinct (%)	1.4%
Missing	64
Missing (%)	1.6%
Infinite	0
Infinite (%)	0.0%

Mean	37.92906504
Minimum	35.6
Maximum	42.1
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	35.6
5-th percentile	36.8
Q1	37.4
median	37.8
Q3	38.4
95-th percentile	39.3
Maximum	42.1
Range	6.5
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.7471683027
Coefficient of variation (CV)	0.01969909624
Kurtosis	0.6986618838
Mean	37.92906504
Median Absolute Deviation (MAD)	0.5
Skewness	0.5475456618
Sum	149288.8
Variance	0.5582604725
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
37.8	285	7.1%
37.7	267	6.7%
37.6	208	5.2%
37.4	208	5.2%
38.3	200	5.0%
37.9	196	4.9%
37.2	190	4.8%
38.1	185	4.6%
38.2	180	4.5%
37.3	175	4.4%
Other values (44)	1842	46.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
35.6	3	0.1%
35.7	1	< 0.1%
35.8	2	0.1%
36.1	6	0.1%
36.2	5	0.1%

Value	Count	Frequency (%)
42.1	1	< 0.1%
41.2	2	0.1%
40.9	1	< 0.1%
40.8	2	0.1%
40.7	4	0.1%

Temp_med
Real number (ℝ_≥0)

MISSING

Distinct	87
Distinct (%)	2.2%
Missing	64
Missing (%)	1.6%
Infinite	0
Infinite (%)	0.0%

Mean	37.05433181
Minimum	33.4
Maximum	39.8
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	33.4
5-th percentile	36.1
Q1	36.7
median	37.05
Q3	37.4
95-th percentile	38
Maximum	39.8
Range	6.4
Interquartile range (IQR)	0.7

Descriptive statistics

Standard deviation	0.5983604542
Coefficient of variation (CV)	0.01614819172
Kurtosis	1.182467109
Mean	37.05433181
Median Absolute Deviation (MAD)	0.35
Skewness	-0.09708396906
Sum	145845.85
Variance	0.3580352332
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
37.2	237	5.9%
36.7	231	5.8%
37.3	213	5.3%
36.8	211	5.3%
36.9	207	5.2%
37.1	207	5.2%
37	182	4.5%
37.4	169	4.2%
37.7	153	3.8%
36.6	152	3.8%
Other values (77)	1974	49.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
33.4	1	< 0.1%
33.7	1	< 0.1%
34	1	< 0.1%
34.2	1	< 0.1%
34.25	2	0.1%

Value	Count	Frequency (%)
39.8	2	0.1%
39.1	4	0.1%
39	1	< 0.1%
38.9	4	0.1%
38.8	2	0.1%

Urine_min
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct	81
Distinct (%)	2.1%
Missing	117
Missing (%)	2.9%
Infinite	0
Infinite (%)	0.0%

Mean	29.07167139
Minimum	0
Maximum	1100
Zeros	664
Zeros (%)	16.6%
Memory size	31.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	8
median	20
Q3	30
95-th percentile	100
Maximum	1100
Range	1100
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	50.53037289
Coefficient of variation (CV)	1.738130987
Kurtosis	83.52087579
Mean	29.07167139
Median Absolute Deviation (MAD)	10
Skewness	6.955096022
Sum	112885.3
Variance	2553.318584
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	664	16.6%
30	406	10.2%
20	394	9.8%
15	352	8.8%
10	343	8.6%
25	242	6.0%
5	166	4.2%
40	152	3.8%
50	113	2.8%
35	99	2.5%
Other values (71)	952	23.8%
(Missing)	117	2.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	664	16.6%
0.3	1	< 0.1%
1	3	0.1%
2	17	0.4%
3	9	0.2%

Value	Count	Frequency (%)
1100	1	< 0.1%
600	3	0.1%
525	1	< 0.1%
500	2	0.1%
470	1	< 0.1%

Urine_max
Real number (ℝ_≥0)

MISSING

Distinct	415
Distinct (%)	10.7%
Missing	117
Missing (%)	2.9%
Infinite	0
Infinite (%)	0.0%

Mean	610.6469225
Minimum	0
Maximum	11000
Zeros	7
Zeros (%)	0.2%
Memory size	31.2 KiB

Quantile statistics

Minimum	0
5-th percentile	100
Q1	300
median	450
Q3	732
95-th percentile	1618.5
Maximum	11000
Range	11000
Interquartile range (IQR)	432

Descriptive statistics

Standard deviation	581.3531146
Coefficient of variation (CV)	0.9520282395
Kurtosis	43.4893976
Mean	610.6469225
Median Absolute Deviation (MAD)	200
Skewness	4.435175799
Sum	2371142
Variance	337971.4438
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
400	293	7.3%
500	218	5.5%
600	182	4.5%
300	176	4.4%
450	164	4.1%
200	119	3.0%
700	110	2.8%
800	99	2.5%
1000	89	2.2%
350	72	1.8%
Other values (405)	2361	59.0%
(Missing)	117	2.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	7	0.2%
3	2	0.1%
5	2	0.1%
6	1	< 0.1%
8	2	0.1%

Value	Count	Frequency (%)
11000	1	< 0.1%
8000	1	< 0.1%
6400	1	< 0.1%
5200	1	< 0.1%
5000	1	< 0.1%

Urine_med
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct	213
Distinct (%)	5.5%
Missing	117
Missing (%)	2.9%
Infinite	0
Infinite (%)	0.0%

Mean	102.5900077
Minimum	0
Maximum	3112.5
Zeros	46
Zeros (%)	1.1%
Memory size	31.2 KiB

Quantile statistics

Minimum	0
5-th percentile	20
Q1	45
median	80
Q3	120
95-th percentile	280
Maximum	3112.5
Range	3112.5
Interquartile range (IQR)	75

Descriptive statistics

Standard deviation	118.0884579
Coefficient of variation (CV)	1.151071733
Kurtosis	223.3716732
Mean	102.5900077
Median Absolute Deviation (MAD)	35
Skewness	10.61678165
Sum	398357
Variance	13944.8839
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	348	8.7%
60	330	8.2%
80	303	7.6%
50	215	5.4%
40	201	5.0%
45	140	3.5%
120	139	3.5%
30	126	3.1%
140	96	2.4%
70	91	2.3%
Other values (203)	1894	47.3%
(Missing)	117	2.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	46	1.1%
1	1	< 0.1%
2.5	1	< 0.1%
3	2	0.1%
3.5	1	< 0.1%

Value	Count	Frequency (%)
3112.5	1	< 0.1%
3000	1	< 0.1%
2000	1	< 0.1%
1000	2	0.1%
850	1	< 0.1%

HCT_min
Real number (ℝ_≥0)

MISSING

Distinct	299
Distinct (%)	7.6%
Missing	64
Missing (%)	1.6%
Infinite	0
Infinite (%)	0.0%

Mean	28.63445122
Minimum	9
Maximum	60.3
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	9
5-th percentile	20.975
Q1	24.9
median	28
Q3	32
95-th percentile	38.1
Maximum	60.3
Range	51.3
Interquartile range (IQR)	7.1

Descriptive statistics

Standard deviation	5.344967076
Coefficient of variation (CV)	0.1866621097
Kurtosis	0.4514545675
Mean	28.63445122
Median Absolute Deviation (MAD)	3.4
Skewness	0.4176630221
Sum	112705.2
Variance	28.56867304
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
27.1	42	1.1%
24.7	41	1.0%
26.9	39	1.0%
27.7	39	1.0%
29.6	38	0.9%
26.6	37	0.9%
28.1	37	0.9%
27.2	37	0.9%
26.3	36	0.9%
27.9	36	0.9%
Other values (289)	3554	88.8%
(Missing)	64	1.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
9	1	< 0.1%
10.3	1	< 0.1%
11.1	1	< 0.1%
11.8	1	< 0.1%
12.5	1	< 0.1%

Value	Count	Frequency (%)
60.3	1	< 0.1%
50.6	1	< 0.1%
49.6	1	< 0.1%
47.9	1	< 0.1%
47.2	1	< 0.1%

HCT_max
Real number (ℝ_≥0)

MISSING

Distinct	273
Distinct (%)	6.9%
Missing	64
Missing (%)	1.6%
Infinite	0
Infinite (%)	0.0%

Mean	34.14247967
Minimum	18.6
Maximum	61.8
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	18.6
5-th percentile	27.2
Q1	30.8
median	33.5
Q3	37.025
95-th percentile	42.825
Maximum	61.8
Range	43.2
Interquartile range (IQR)	6.225

Descriptive statistics

Standard deviation	4.793684362
Coefficient of variation (CV)	0.1404023494
Kurtosis	1.021396511
Mean	34.14247967
Median Absolute Deviation (MAD)	3
Skewness	0.6887612542
Sum	134384.8
Variance	22.97940976
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
32.5	50	1.2%
31.6	46	1.1%
30.5	43	1.1%
33.5	43	1.1%
32	43	1.1%
33.9	42	1.1%
31.3	41	1.0%
31.7	41	1.0%
32.3	40	1.0%
29.8	39	1.0%
Other values (263)	3508	87.7%
(Missing)	64	1.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
18.6	1	< 0.1%
21.8	1	< 0.1%
22.7	2	0.1%
22.9	3	0.1%
23	1	< 0.1%

Value	Count	Frequency (%)
61.8	1	< 0.1%
61.2	1	< 0.1%
54.5	1	< 0.1%
54.4	1	< 0.1%
53.3	1	< 0.1%

HCT_med
Real number (ℝ_≥0)

MISSING

Distinct	518
Distinct (%)	13.2%
Missing	64
Missing (%)	1.6%
Infinite	0
Infinite (%)	0.0%

Mean	31.45693598
Minimum	14.8
Maximum	61.05
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	14.8
5-th percentile	24.95
Q1	28.3
median	30.775
Q3	34.1
95-th percentile	39.9
Maximum	61.05
Range	46.25
Interquartile range (IQR)	5.8

Descriptive statistics

Standard deviation	4.562617164
Coefficient of variation (CV)	0.1450432797
Kurtosis	0.9086941072
Mean	31.45693598
Median Absolute Deviation (MAD)	2.825
Skewness	0.716130457
Sum	123814.5
Variance	20.81747539
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
29.6	38	0.9%
30	35	0.9%
30.9	35	0.9%
30.4	34	0.9%
28.9	34	0.9%
31.1	33	0.8%
30.3	33	0.8%
28.6	33	0.8%
27.5	32	0.8%
29	32	0.8%
Other values (508)	3597	89.9%
(Missing)	64	1.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
14.8	1	< 0.1%
16.3	1	< 0.1%
20.5	1	< 0.1%
21.3	1	< 0.1%
21.5	2	0.1%

Value	Count	Frequency (%)
61.05	1	< 0.1%
52.35	1	< 0.1%
50.6	1	< 0.1%
49.55	1	< 0.1%
49.5	1	< 0.1%

BUN_min
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	121
Distinct (%)	3.1%
Missing	64
Missing (%)	1.6%
Infinite	0
Infinite (%)	0.0%

Mean	21.92555894
Minimum	0
Maximum	165
Zeros	1
Zeros (%)	< 0.1%
Memory size	31.2 KiB

Quantile statistics

Minimum	0
5-th percentile	6
Q1	11
median	16
Q3	26
95-th percentile	61
Maximum	165
Range	165
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	18.67367865
Coefficient of variation (CV)	0.8516854094
Kurtosis	8.548178676
Mean	21.92555894
Median Absolute Deviation (MAD)	7
Skewness	2.531570266
Sum	86299
Variance	348.7062741
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10	209	5.2%
14	198	5.0%
12	198	5.0%
11	194	4.9%
9	187	4.7%
13	176	4.4%
8	162	4.0%
16	156	3.9%
17	155	3.9%
15	150	3.8%
Other values (111)	2151	53.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	< 0.1%
2	16	0.4%
3	38	0.9%
4	44	1.1%
5	72	1.8%

Value	Count	Frequency (%)
165	1	< 0.1%
157	1	< 0.1%
148	1	< 0.1%
145	1	< 0.1%
135	1	< 0.1%

BUN_max
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	141
Distinct (%)	3.6%
Missing	64
Missing (%)	1.6%
Infinite	0
Infinite (%)	0.0%

Mean	29.31224593
Minimum	3
Maximum	197
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	3
5-th percentile	9
Q1	15
median	22
Q3	35.25
95-th percentile	77
Maximum	197
Range	194
Interquartile range (IQR)	20.25

Descriptive statistics

Standard deviation	23.21652814
Coefficient of variation (CV)	0.7920419403
Kurtosis	7.65178056
Mean	29.31224593
Median Absolute Deviation (MAD)	9
Skewness	2.381957101
Sum	115373
Variance	539.0071791
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14	165	4.1%
16	162	4.0%
12	151	3.8%
15	148	3.7%
17	148	3.7%
20	142	3.5%
13	141	3.5%
19	141	3.5%
18	128	3.2%
23	122	3.0%
Other values (131)	2488	62.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
3	3	0.1%
4	13	0.3%
5	21	0.5%
6	27	0.7%
7	52	1.3%

Value	Count	Frequency (%)
197	1	< 0.1%
186	1	< 0.1%
184	1	< 0.1%
178	1	< 0.1%
175	1	< 0.1%

BUN_med
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	215
Distinct (%)	5.5%
Missing	64
Missing (%)	1.6%
Infinite	0
Infinite (%)	0.0%

Mean	25.48043699
Minimum	2
Maximum	176.5
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	2
5-th percentile	7
Q1	13
median	18.5
Q3	30
95-th percentile	69.125
Maximum	176.5
Range	174.5
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	20.9073043
Coefficient of variation (CV)	0.8205237732
Kurtosis	7.93763214
Mean	25.48043699
Median Absolute Deviation (MAD)	7.5
Skewness	2.437554573
Sum	100291
Variance	437.1153732
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13	147	3.7%
11	133	3.3%
14	132	3.3%
15	129	3.2%
12	126	3.1%
18	123	3.1%
16	120	3.0%
10	119	3.0%
17	105	2.6%
8	101	2.5%
Other values (205)	2701	67.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2	1	< 0.1%
2.5	1	< 0.1%
3	14	0.4%
3.5	4	0.1%
4	22	0.5%

Value	Count	Frequency (%)
176.5	1	< 0.1%
172	1	< 0.1%
168.5	1	< 0.1%
164	2	0.1%
154	1	< 0.1%

Creatinine_min
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	95
Distinct (%)	2.4%
Missing	64
Missing (%)	1.6%
Infinite	0
Infinite (%)	0.0%

Mean	1.183714431
Minimum	0.1
Maximum	13.3
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.4
Q1	0.6
median	0.8
Q3	1.2
95-th percentile	3.3
Maximum	13.3
Range	13.2
Interquartile range (IQR)	0.6

Descriptive statistics

Standard deviation	1.208404084
Coefficient of variation (CV)	1.020857778
Kurtosis	22.11553877
Mean	1.183714431
Median Absolute Deviation (MAD)	0.2
Skewness	4.105429061
Sum	4659.1
Variance	1.460240431
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.7	522	13.1%
0.6	495	12.4%
0.8	440	11.0%
0.9	357	8.9%
0.5	346	8.6%
1	280	7.0%
0.4	186	4.7%
1.1	179	4.5%
1.2	157	3.9%
1.3	116	2.9%
Other values (85)	858	21.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.1	2	0.1%
0.2	15	0.4%
0.3	66	1.7%
0.4	186	4.7%
0.5	346	8.6%

Value	Count	Frequency (%)
13.3	1	< 0.1%
12.6	1	< 0.1%
12.4	1	< 0.1%
11.6	1	< 0.1%
11.2	1	< 0.1%

Creatinine_max
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	114
Distinct (%)	2.9%
Missing	64
Missing (%)	1.6%
Infinite	0
Infinite (%)	0.0%

Mean	1.560137195
Minimum	0.2
Maximum	22.1
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	0.2
5-th percentile	0.5
Q1	0.8
median	1
Q3	1.6
95-th percentile	4.525
Maximum	22.1
Range	21.9
Interquartile range (IQR)	0.8

Descriptive statistics

Standard deviation	1.65314344
Coefficient of variation (CV)	1.059614145
Kurtosis	25.24006937
Mean	1.560137195
Median Absolute Deviation (MAD)	0.3
Skewness	4.172025648
Sum	6140.7
Variance	2.732883234
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.9	440	11.0%
0.7	375	9.4%
0.8	372	9.3%
1	346	8.6%
1.1	283	7.1%
0.6	267	6.7%
1.2	203	5.1%
1.3	169	4.2%
1.4	149	3.7%
0.5	146	3.6%
Other values (104)	1186	29.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.2	1	< 0.1%
0.3	13	0.3%
0.4	57	1.4%
0.5	146	3.6%
0.6	267	6.7%

Value	Count	Frequency (%)
22.1	1	< 0.1%
22	1	< 0.1%
14.8	1	< 0.1%
13.9	1	< 0.1%
13.6	1	< 0.1%

Creatinine_med
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	191
Distinct (%)	4.9%
Missing	64
Missing (%)	1.6%
Infinite	0
Infinite (%)	0.0%

Mean	1.36878811
Minimum	0.2
Maximum	16.1
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	0.2
5-th percentile	0.5
Q1	0.7
median	0.9
Q3	1.4
95-th percentile	3.8
Maximum	16.1
Range	15.9
Interquartile range (IQR)	0.7

Descriptive statistics

Standard deviation	1.425543265
Coefficient of variation (CV)	1.041463799
Kurtosis	21.07640854
Mean	1.36878811
Median Absolute Deviation (MAD)	0.3
Skewness	4.029980042
Sum	5387.55
Variance	2.032173601
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.7	364	9.1%
0.8	339	8.5%
0.9	337	8.4%
0.6	292	7.3%
1	251	6.3%
0.5	191	4.8%
1.1	183	4.6%
1.2	147	3.7%
0.75	99	2.5%
0.65	94	2.4%
Other values (181)	1639	41.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.2	5	0.1%
0.25	3	0.1%
0.3	21	0.5%
0.35	8	0.2%
0.4	77	1.9%

Value	Count	Frequency (%)
16.1	1	< 0.1%
14.1	1	< 0.1%
13.2	1	< 0.1%
13.15	1	< 0.1%
12.8	1	< 0.1%

Glucose_min
Real number (ℝ_≥0)

MISSING

Distinct	199
Distinct (%)	5.1%
Missing	113
Missing (%)	2.8%
Infinite	0
Infinite (%)	0.0%

Mean	108.6333934
Minimum	10
Maximum	298
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	10
5-th percentile	65
Q1	90
median	106
Q3	124
95-th percentile	160
Maximum	298
Range	288
Interquartile range (IQR)	34

Descriptive statistics

Standard deviation	30.01296077
Coefficient of variation (CV)	0.2762774856
Kurtosis	3.192754401
Mean	108.6333934
Median Absolute Deviation (MAD)	17
Skewness	0.9673391587
Sum	422258
Variance	900.7778141
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
105	74	1.8%
99	71	1.8%
95	70	1.8%
89	69	1.7%
107	67	1.7%
106	66	1.7%
118	65	1.6%
108	64	1.6%
119	64	1.6%
112	63	1.6%
Other values (189)	3214	80.3%
(Missing)	113	2.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
10	1	< 0.1%
23	1	< 0.1%
24	1	< 0.1%
29	2	0.1%
30	2	0.1%

Value	Count	Frequency (%)
298	1	< 0.1%
287	1	< 0.1%
279	2	0.1%
270	1	< 0.1%
264	1	< 0.1%

Glucose_max
Real number (ℝ_≥0)

MISSING

Distinct	385
Distinct (%)	9.9%
Missing	113
Missing (%)	2.8%
Infinite	0
Infinite (%)	0.0%

Mean	173.592745
Minimum	60
Maximum	1143
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	60
5-th percentile	98.3
Q1	126
median	151
Q3	192
95-th percentile	316.7
Maximum	1143
Range	1083
Interquartile range (IQR)	66

Descriptive statistics

Standard deviation	87.96284879
Coefficient of variation (CV)	0.5067196142
Kurtosis	26.09458806
Mean	173.592745
Median Absolute Deviation (MAD)	30
Skewness	4.00754263
Sum	674755
Variance	7737.462768
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
146	52	1.3%
124	50	1.2%
138	49	1.2%
147	45	1.1%
140	45	1.1%
130	44	1.1%
127	44	1.1%
129	43	1.1%
151	42	1.1%
134	42	1.1%
Other values (375)	3431	85.8%
(Missing)	113	2.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
60	1	< 0.1%
61	1	< 0.1%
62	1	< 0.1%
65	1	< 0.1%
66	3	0.1%

Value	Count	Frequency (%)
1143	1	< 0.1%
1097	1	< 0.1%
1095	1	< 0.1%
1075	1	< 0.1%
915	1	< 0.1%

Glucose_med
Real number (ℝ_≥0)

MISSING

Distinct	387
Distinct (%)	10.0%
Missing	113
Missing (%)	2.8%
Infinite	0
Infinite (%)	0.0%

Mean	133.6385387
Minimum	49
Maximum	531
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	49
5-th percentile	88
Q1	109
median	127
Q3	149
95-th percentile	205.85
Maximum	531
Range	482
Interquartile range (IQR)	40

Descriptive statistics

Standard deviation	38.540758
Coefficient of variation (CV)	0.288395536
Kurtosis	7.675806335
Mean	133.6385387
Median Absolute Deviation (MAD)	19.5
Skewness	1.863165096
Sum	519453
Variance	1485.390028
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
116	55	1.4%
127	54	1.4%
112	51	1.3%
115	47	1.2%
129	47	1.2%
135	46	1.1%
130	46	1.1%
113	46	1.1%
118	45	1.1%
122	44	1.1%
Other values (377)	3406	85.2%
(Missing)	113	2.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
49	1	< 0.1%
52.5	1	< 0.1%
56.5	1	< 0.1%
58	1	< 0.1%
59	2	0.1%

Value	Count	Frequency (%)
531	1	< 0.1%
430	1	< 0.1%
391	1	< 0.1%
382.5	1	< 0.1%
368.5	1	< 0.1%

HCO3_min
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	40
Distinct (%)	1.0%
Missing	76
Missing (%)	1.9%
Infinite	0
Infinite (%)	0.0%

Mean	21.84852192
Minimum	5
Maximum	44
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	5
5-th percentile	14
Q1	19
median	22
Q3	24
95-th percentile	29
Maximum	44
Range	39
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	4.522719192
Coefficient of variation (CV)	0.2070034399
Kurtosis	1.58398694
Mean	21.84852192
Median Absolute Deviation (MAD)	3
Skewness	-0.0613520645
Sum	85733.6
Variance	20.45498889
Monotocity	Not monotonic

Histogram with fixed size bins (bins=40)

Value	Count	Frequency (%)
22	433	10.8%
23	422	10.5%
24	400	10.0%
21	338	8.5%
20	319	8.0%
25	301	7.5%
19	270	6.8%
26	235	5.9%
18	193	4.8%
17	150	3.8%
Other values (30)	863	21.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5	6	0.1%
6	1	< 0.1%
7	6	0.1%
8	14	0.4%
9	12	0.3%

Value	Count	Frequency (%)
44	2	0.1%
42	1	< 0.1%
41	1	< 0.1%
40	2	0.1%
39	4	0.1%

HCO3_max
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	37
Distinct (%)	0.9%
Missing	76
Missing (%)	1.9%
Infinite	0
Infinite (%)	0.0%

Mean	25.4283894
Minimum	11
Maximum	50
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	11
5-th percentile	19
Q1	23
median	25
Q3	28
95-th percentile	32
Maximum	50
Range	39
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	4.074781385
Coefficient of variation (CV)	0.1602453589
Kurtosis	2.18357561
Mean	25.4283894
Median Absolute Deviation (MAD)	2
Skewness	0.5218673276
Sum	99781
Variance	16.60384334
Monotocity	Not monotonic

Histogram with fixed size bins (bins=37)

Value	Count	Frequency (%)
25	494	12.3%
26	460	11.5%
27	399	10.0%
24	372	9.3%
23	367	9.2%
28	311	7.8%
22	250	6.2%
29	234	5.9%
21	153	3.8%
20	152	3.8%
Other values (27)	732	18.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
11	1	< 0.1%
12	2	0.1%
13	4	0.1%
14	7	0.2%
15	14	0.4%

Value	Count	Frequency (%)
50	1	< 0.1%
47	1	< 0.1%
45	4	0.1%
44	4	0.1%
43	1	< 0.1%

HCO3_med
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	66
Distinct (%)	1.7%
Missing	76
Missing (%)	1.9%
Infinite	0
Infinite (%)	0.0%

Mean	23.66156983
Minimum	8
Maximum	47
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	8
5-th percentile	17
Q1	21
median	24
Q3	26
95-th percentile	30.5
Maximum	47
Range	39
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	4.126429328
Coefficient of variation (CV)	0.1743937261
Kurtosis	2.050297521
Mean	23.66156983
Median Absolute Deviation (MAD)	2
Skewness	0.3402036995
Sum	92848
Variance	17.027419
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
25	349	8.7%
24	342	8.6%
23	312	7.8%
22	298	7.4%
26	281	7.0%
21	226	5.7%
27	185	4.6%
20	171	4.3%
24.5	136	3.4%
19	132	3.3%
Other values (56)	1492	37.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
8	1	< 0.1%
9	1	< 0.1%
9.5	1	< 0.1%
10	2	0.1%
10.5	1	< 0.1%

Value	Count	Frequency (%)
47	2	0.1%
44	2	0.1%
43	3	0.1%
40.5	1	< 0.1%
39.5	1	< 0.1%

Mg_min
Real number (ℝ_≥0)

MISSING

Distinct	29
Distinct (%)	0.7%
Missing	103
Missing (%)	2.6%
Infinite	0
Infinite (%)	0.0%

Mean	1.788401334
Minimum	0.6
Maximum	4.3
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	0.6
5-th percentile	1.3
Q1	1.6
median	1.8
Q3	2
95-th percentile	2.4
Maximum	4.3
Range	3.7
Interquartile range (IQR)	0.4

Descriptive statistics

Standard deviation	0.3413629751
Coefficient of variation (CV)	0.1908760459
Kurtosis	1.792753905
Mean	1.788401334
Median Absolute Deviation (MAD)	0.2
Skewness	0.5084598694
Sum	6969.4
Variance	0.1165286808
Monotocity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
1.7	560	14.0%
1.8	535	13.4%
1.9	468	11.7%
1.6	418	10.4%
2	333	8.3%
1.5	319	8.0%
2.1	242	6.0%
1.4	188	4.7%
2.2	173	4.3%
1.3	155	3.9%
Other values (19)	506	12.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.6	2	0.1%
0.8	5	0.1%
0.9	9	0.2%
1	30	0.8%
1.1	68	1.7%

Value	Count	Frequency (%)
4.3	1	< 0.1%
3.4	1	< 0.1%
3.3	2	0.1%
3.2	2	0.1%
3.1	3	0.1%

Mg_max
Real number (ℝ_≥0)

MISSING

Distinct	39
Distinct (%)	1.0%
Missing	103
Missing (%)	2.6%
Infinite	0
Infinite (%)	0.0%

Mean	2.256864255
Minimum	1.1
Maximum	9.9
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	1.1
5-th percentile	1.7
Q1	2
median	2.2
Q3	2.4
95-th percentile	3
Maximum	9.9
Range	8.8
Interquartile range (IQR)	0.4

Descriptive statistics

Standard deviation	0.4270195648
Coefficient of variation (CV)	0.1892092375
Kurtosis	38.85794792
Mean	2.256864255
Median Absolute Deviation (MAD)	0.2
Skewness	3.356343646
Sum	8795
Variance	0.1823457087
Monotocity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
2.1	538	13.5%
2.2	499	12.5%
2	460	11.5%
2.3	405	10.1%
2.4	330	8.2%
1.9	327	8.2%
2.5	244	6.1%
1.8	186	4.7%
2.6	184	4.6%
2.7	132	3.3%
Other values (29)	592	14.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.1	1	< 0.1%
1.2	3	0.1%
1.3	5	0.1%
1.4	10	0.2%
1.5	25	0.6%

Value	Count	Frequency (%)
9.9	1	< 0.1%
7.7	1	< 0.1%
6.3	1	< 0.1%
6	1	< 0.1%
5.5	1	< 0.1%

Mg_med
Real number (ℝ_≥0)

MISSING

Distinct	60
Distinct (%)	1.5%
Missing	103
Missing (%)	2.6%
Infinite	0
Infinite (%)	0.0%

Mean	2.014870413
Minimum	1.1
Maximum	6.5
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	1.1
5-th percentile	1.6
Q1	1.8
median	2
Q3	2.2
95-th percentile	2.55
Maximum	6.5
Range	5.4
Interquartile range (IQR)	0.4

Descriptive statistics

Standard deviation	0.3108021679
Coefficient of variation (CV)	0.1542541723
Kurtosis	14.54281483
Mean	2.014870413
Median Absolute Deviation (MAD)	0.2
Skewness	1.775382778
Sum	7851.95
Variance	0.09659798757
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.9	497	12.4%
2	444	11.1%
2.1	380	9.5%
1.8	317	7.9%
2.2	266	6.7%
1.7	220	5.5%
2.3	194	4.9%
1.85	149	3.7%
1.95	149	3.7%
2.05	140	3.5%
Other values (50)	1141	28.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.1	1	< 0.1%
1.15	1	< 0.1%
1.2	5	0.1%
1.25	4	0.1%
1.3	9	0.2%

Value	Count	Frequency (%)
6.5	1	< 0.1%
4.75	1	< 0.1%
4	1	< 0.1%
3.7	2	0.1%
3.6	1	< 0.1%

Platelets_min
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	479
Distinct (%)	12.2%
Missing	68
Missing (%)	1.7%
Infinite	0
Infinite (%)	0.0%

Mean	179.4262462
Minimum	6
Maximum	918
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	6
5-th percentile	55
Q1	114
median	162
Q3	224
95-th percentile	363
Maximum	918
Range	912
Interquartile range (IQR)	110

Descriptive statistics

Standard deviation	99.22173059
Coefficient of variation (CV)	0.5529945184
Kurtosis	4.636495077
Mean	179.4262462
Median Absolute Deviation (MAD)	53
Skewness	1.55595553
Sum	705504
Variance	9844.951822
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
162	31	0.8%
135	30	0.8%
139	30	0.8%
144	27	0.7%
159	26	0.7%
134	26	0.7%
132	26	0.7%
130	26	0.7%
152	25	0.6%
145	25	0.6%
Other values (469)	3660	91.5%
(Missing)	68	1.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
918	1	< 0.1%
898	1	< 0.1%
786	1	< 0.1%
725	1	< 0.1%
699	1	< 0.1%

Platelets_max
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	538
Distinct (%)	13.7%
Missing	68
Missing (%)	1.7%
Infinite	0
Infinite (%)	0.0%

Mean	233.9984741
Minimum	16
Maximum	1047
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	16
5-th percentile	96
Q1	160
median	213
Q3	280
95-th percentile	440.45
Maximum	1047
Range	1031
Interquartile range (IQR)	120

Descriptive statistics

Standard deviation	113.4039253
Coefficient of variation (CV)	0.4846353196
Kurtosis	5.468264273
Mean	233.9984741
Median Absolute Deviation (MAD)	59
Skewness	1.679258995
Sum	920082
Variance	12860.45026
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
203	31	0.8%
197	29	0.7%
200	27	0.7%
188	26	0.7%
222	25	0.6%
202	25	0.6%
226	24	0.6%
225	23	0.6%
175	23	0.6%
171	23	0.6%
Other values (528)	3676	91.9%
(Missing)	68	1.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
16	1	< 0.1%
18	1	< 0.1%
23	1	< 0.1%
24	1	< 0.1%
27	1	< 0.1%

Value	Count	Frequency (%)
1047	1	< 0.1%
1019	1	< 0.1%
992	1	< 0.1%
969	1	< 0.1%
940	1	< 0.1%

Platelets_med
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	829
Distinct (%)	21.1%
Missing	68
Missing (%)	1.7%
Infinite	0
Infinite (%)	0.0%

Mean	204.0422177
Minimum	11.5
Maximum	919
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	11.5
5-th percentile	75.275
Q1	134.5
median	186
Q3	249
95-th percentile	393.5
Maximum	919
Range	907.5
Interquartile range (IQR)	114.5

Descriptive statistics

Standard deviation	103.598853
Coefficient of variation (CV)	0.5077324395
Kurtosis	4.540926289
Mean	204.0422177
Median Absolute Deviation (MAD)	56
Skewness	1.548331961
Sum	802294
Variance	10732.72233
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
185	26	0.7%
118	22	0.5%
188	20	0.5%
160	20	0.5%
184	20	0.5%
221	19	0.5%
150	19	0.5%
227	19	0.5%
194	19	0.5%
134	19	0.5%
Other values (819)	3729	93.2%
(Missing)	68	1.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
11.5	1	< 0.1%
14.5	1	< 0.1%
15	1	< 0.1%
16	1	< 0.1%
17	1	< 0.1%

Value	Count	Frequency (%)
919	1	< 0.1%
898	1	< 0.1%
891	1	< 0.1%
837	1	< 0.1%
821	1	< 0.1%

K_min
Real number (ℝ_≥0)

MISSING

Distinct	43
Distinct (%)	1.1%
Missing	96
Missing (%)	2.4%
Infinite	0
Infinite (%)	0.0%

Mean	3.759503074
Minimum	1.8
Maximum	7.6
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	1.8
5-th percentile	3
Q1	3.4
median	3.7
Q3	4.1
95-th percentile	4.6
Maximum	7.6
Range	5.8
Interquartile range (IQR)	0.7

Descriptive statistics

Standard deviation	0.5165881279
Coefficient of variation (CV)	0.1374086196
Kurtosis	1.361814888
Mean	3.759503074
Median Absolute Deviation (MAD)	0.3
Skewness	0.3690003538
Sum	14677.1
Variance	0.2668632939
Monotocity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
3.7	342	8.6%
3.6	329	8.2%
3.8	312	7.8%
3.5	309	7.7%
3.9	264	6.6%
3.4	252	6.3%
4	250	6.2%
3.3	232	5.8%
4.1	213	5.3%
4.2	188	4.7%
Other values (33)	1213	30.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.8	1	< 0.1%
1.9	1	< 0.1%
2	1	< 0.1%
2.1	4	0.1%
2.2	4	0.1%

Value	Count	Frequency (%)
7.6	1	< 0.1%
6.7	1	< 0.1%
6.3	1	< 0.1%
5.8	1	< 0.1%
5.6	1	< 0.1%

K_max
Real number (ℝ_≥0)

MISSING

Distinct	69
Distinct (%)	1.8%
Missing	96
Missing (%)	2.4%
Infinite	0
Infinite (%)	0.0%

Mean	4.558990779
Minimum	2.5
Maximum	22.9
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	2.5
5-th percentile	3.7
Q1	4.1
median	4.4
Q3	4.8
95-th percentile	5.9
Maximum	22.9
Range	20.4
Interquartile range (IQR)	0.7

Descriptive statistics

Standard deviation	0.8258047455
Coefficient of variation (CV)	0.1811376214
Kurtosis	77.90702649
Mean	4.558990779
Median Absolute Deviation (MAD)	0.4
Skewness	5.229539676
Sum	17798.3
Variance	0.6819534778
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.2	328	8.2%
4.3	325	8.1%
4.6	288	7.2%
4.4	278	7.0%
4.1	275	6.9%
4.5	258	6.5%
4	248	6.2%
3.9	205	5.1%
4.7	192	4.8%
4.8	167	4.2%
Other values (59)	1340	33.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2.5	1	< 0.1%
3	1	< 0.1%
3.1	4	0.1%
3.2	4	0.1%
3.3	13	0.3%

Value	Count	Frequency (%)
22.9	1	< 0.1%
15.6	1	< 0.1%
12.7	1	< 0.1%
10.9	1	< 0.1%
10	1	< 0.1%

K_med
Real number (ℝ_≥0)

MISSING

Distinct	87
Distinct (%)	2.2%
Missing	96
Missing (%)	2.4%
Infinite	0
Infinite (%)	0.0%

Mean	4.114241803
Minimum	2.5
Maximum	7.6
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	2.5
5-th percentile	3.4
Q1	3.8
median	4.1
Q3	4.4
95-th percentile	5
Maximum	7.6
Range	5.1
Interquartile range (IQR)	0.6

Descriptive statistics

Standard deviation	0.4860804337
Coefficient of variation (CV)	0.1181458108
Kurtosis	1.748183451
Mean	4.114241803
Median Absolute Deviation (MAD)	0.3
Skewness	0.7624601671
Sum	16062
Variance	0.236274188
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.9	298	7.4%
4.1	264	6.6%
3.8	252	6.3%
4	242	6.0%
3.7	220	5.5%
4.2	207	5.2%
4.3	168	4.2%
4.4	159	4.0%
3.6	152	3.8%
4.5	147	3.7%
Other values (77)	1795	44.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2.5	1	< 0.1%
2.7	1	< 0.1%
2.8	2	0.1%
2.9	4	0.1%
2.9	1	< 0.1%

Value	Count	Frequency (%)
7.6	1	< 0.1%
6.7	1	< 0.1%
6.4	2	0.1%
6.3	1	< 0.1%
6.2	1	< 0.1%

Na_min
Real number (ℝ_≥0)

MISSING

Distinct	45
Distinct (%)	1.1%
Missing	75
Missing (%)	1.9%
Infinite	0
Infinite (%)	0.0%

Mean	136.9225478
Minimum	98
Maximum	155
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	98
5-th percentile	130
Q1	135
median	137
Q3	140
95-th percentile	143
Maximum	155
Range	57
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	4.409714236
Coefficient of variation (CV)	0.03220590259
Kurtosis	6.186876855
Mean	136.9225478
Median Absolute Deviation (MAD)	2
Skewness	-1.032716726
Sum	537421
Variance	19.44557964
Monotocity	Not monotonic

Histogram with fixed size bins (bins=45)

Value	Count	Frequency (%)
137	446	11.2%
138	421	10.5%
139	390	9.8%
136	373	9.3%
135	348	8.7%
140	344	8.6%
134	251	6.3%
141	224	5.6%
133	191	4.8%
142	158	4.0%
Other values (35)	779	19.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
98	1	< 0.1%
100	1	< 0.1%
103	2	0.1%
108	1	< 0.1%
114	1	< 0.1%

Value	Count	Frequency (%)
155	1	< 0.1%
154	1	< 0.1%
153	2	0.1%
152	1	< 0.1%
150	6	0.1%

Na_max
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	46
Distinct (%)	1.2%
Missing	75
Missing (%)	1.9%
Infinite	0
Infinite (%)	0.0%

Mean	140.7207643
Minimum	119
Maximum	177
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	119
5-th percentile	134
Q1	138
median	141
Q3	143
95-th percentile	148
Maximum	177
Range	58
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	4.428442202
Coefficient of variation (CV)	0.03146971396
Kurtosis	5.348169837
Mean	140.7207643
Median Absolute Deviation (MAD)	2
Skewness	0.8953468328
Sum	552329
Variance	19.61110033
Monotocity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
140	460	11.5%
141	448	11.2%
139	390	9.8%
142	368	9.2%
138	319	8.0%
143	319	8.0%
137	243	6.1%
144	230	5.8%
136	184	4.6%
145	178	4.5%
Other values (36)	786	19.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
119	1	< 0.1%
123	1	< 0.1%
124	1	< 0.1%
125	2	0.1%
126	2	0.1%

Value	Count	Frequency (%)
177	2	0.1%
171	1	< 0.1%
170	1	< 0.1%
166	1	< 0.1%
165	2	0.1%

Na_med
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	75
Distinct (%)	1.9%
Missing	75
Missing (%)	1.9%
Infinite	0
Infinite (%)	0.0%

Mean	138.8978344
Minimum	111.5
Maximum	167
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	111.5
5-th percentile	132.5
Q1	136.5
median	139
Q3	141
95-th percentile	145.5
Maximum	167
Range	55.5
Interquartile range (IQR)	4.5

Descriptive statistics

Standard deviation	4.144667662
Coefficient of variation (CV)	0.02983968526
Kurtosis	3.435816335
Mean	138.8978344
Median Absolute Deviation (MAD)	2.5
Skewness	0.1405106923
Sum	545174
Variance	17.17827003
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
139	341	8.5%
140	334	8.3%
138	294	7.3%
137	274	6.9%
141	254	6.3%
136	238	5.9%
142	222	5.5%
143	150	3.8%
135	149	3.7%
139.5	133	3.3%
Other values (65)	1536	38.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
111.5	1	< 0.1%
115	1	< 0.1%
120	1	< 0.1%
121	1	< 0.1%
123	2	0.1%

Value	Count	Frequency (%)
167	1	< 0.1%
165	1	< 0.1%
164	1	< 0.1%
161	1	< 0.1%
160	1	< 0.1%

WBC_min
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	292
Distinct (%)	7.4%
Missing	73
Missing (%)	1.8%
Infinite	0
Infinite (%)	0.0%

Mean	10.36440794
Minimum	0.1
Maximum	128.3
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	0.1
5-th percentile	3.7
Q1	7.2
median	9.5
Q3	12.6
95-th percentile	19.3
Maximum	128.3
Range	128.2
Interquartile range (IQR)	5.4

Descriptive statistics

Standard deviation	5.554034813
Coefficient of variation (CV)	0.5358757434
Kurtosis	62.2377119
Mean	10.36440794
Median Absolute Deviation (MAD)	2.6
Skewness	4.324614782
Sum	40701.03
Variance	30.8473027
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9.4	53	1.3%
7.7	50	1.2%
8.8	49	1.2%
9.2	49	1.2%
10.3	48	1.2%
6.9	48	1.2%
9.7	47	1.2%
7.4	47	1.2%
9.9	47	1.2%
10.4	46	1.1%
Other values (282)	3443	86.1%
(Missing)	73	1.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.1	7	0.2%
0.2	9	0.2%
0.3	3	0.1%
0.4	3	0.1%
0.6	1	< 0.1%

Value	Count	Frequency (%)
128.3	1	< 0.1%
70.4	1	< 0.1%
63.2	1	< 0.1%
57.7	1	< 0.1%
50.3	1	< 0.1%

WBC_max
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	388
Distinct (%)	9.9%
Missing	73
Missing (%)	1.8%
Infinite	0
Infinite (%)	0.0%

Mean	14.95212121
Minimum	0.1
Maximum	187.5
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	0.1
5-th percentile	6.1
Q1	10.2
median	13.5
Q3	18.1
95-th percentile	27.37
Maximum	187.5
Range	187.4
Interquartile range (IQR)	7.9

Descriptive statistics

Standard deviation	8.25589462
Coefficient of variation (CV)	0.5521554101
Kurtosis	77.55514929
Mean	14.95212121
Median Absolute Deviation (MAD)	3.8
Skewness	5.245211161
Sum	58716.98
Variance	68.15979598
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11.4	38	0.9%
10.3	38	0.9%
11.9	37	0.9%
11.7	37	0.9%
12.3	36	0.9%
11.8	35	0.9%
10.9	35	0.9%
13.7	34	0.9%
13.2	34	0.9%
12.7	33	0.8%
Other values (378)	3570	89.2%
(Missing)	73	1.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.1	5	0.1%
0.2	3	0.1%
0.3	3	0.1%
0.4	2	0.1%
0.5	1	< 0.1%

Value	Count	Frequency (%)
187.5	1	< 0.1%
155.6	1	< 0.1%
95.4	1	< 0.1%
88.9	1	< 0.1%
76.7	1	< 0.1%

WBC_med
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	600
Distinct (%)	15.3%
Missing	73
Missing (%)	1.8%
Infinite	0
Infinite (%)	0.0%

Mean	12.42723708
Minimum	0.1
Maximum	140.8
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	0.1
5-th percentile	5.1
Q1	8.7
median	11.4
Q3	14.9
95-th percentile	22.585
Maximum	140.8
Range	140.7
Interquartile range (IQR)	6.2

Descriptive statistics

Standard deviation	6.614503917
Coefficient of variation (CV)	0.5322586087
Kurtosis	75.94779277
Mean	12.42723708
Median Absolute Deviation (MAD)	3.1
Skewness	5.207052583
Sum	48801.76
Variance	43.75166207
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9.1	38	0.9%
13.1	36	0.9%
9.4	36	0.9%
11.1	35	0.9%
10.2	34	0.9%
10.7	33	0.8%
11.6	32	0.8%
9.2	31	0.8%
11.4	31	0.8%
9	31	0.8%
Other values (590)	3590	89.8%
(Missing)	73	1.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.1	7	0.2%
0.2	2	0.1%
0.25	3	0.1%
0.3	1	< 0.1%
0.3	1	< 0.1%

Value	Count	Frequency (%)
140.8	1	< 0.1%
135.4	1	< 0.1%
88.65	1	< 0.1%
72.35	1	< 0.1%
60.5	1	< 0.1%

pH_min
Real number (ℝ_≥0)

MISSING

Distinct	67
Distinct (%)	2.2%
Missing	962
Missing (%)	24.1%
Infinite	0
Infinite (%)	0.0%

Mean	7.31614549
Minimum	6.82
Maximum	7.63
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	6.82
5-th percentile	7.15
Q1	7.27
median	7.32
Q3	7.38
95-th percentile	7.44
Maximum	7.63
Range	0.81
Interquartile range (IQR)	0.11

Descriptive statistics

Standard deviation	0.09012551832
Coefficient of variation (CV)	0.01231871597
Kurtosis	1.94185649
Mean	7.31614549
Median Absolute Deviation (MAD)	0.05
Skewness	-0.857761357
Sum	22226.45
Variance	0.008122609053
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.36	163	4.1%
7.3	158	4.0%
7.32	157	3.9%
7.35	152	3.8%
7.34	149	3.7%
7.37	140	3.5%
7.38	134	3.4%
7.31	133	3.3%
7.28	131	3.3%
7.33	130	3.2%
Other values (57)	1591	39.8%
(Missing)	962	24.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
6.82	1	< 0.1%
6.86	1	< 0.1%
6.87	1	< 0.1%
6.88	1	< 0.1%
6.91	2	0.1%

Value	Count	Frequency (%)
7.63	1	< 0.1%
7.57	2	0.1%
7.56	2	0.1%
7.55	2	0.1%
7.53	2	0.1%

pH_max
Real number (ℝ_≥0)

MISSING

Distinct	49
Distinct (%)	1.6%
Missing	962
Missing (%)	24.1%
Infinite	0
Infinite (%)	0.0%

Mean	7.439881501
Minimum	7.13
Maximum	7.69
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	7.13
5-th percentile	7.33
Q1	7.41
median	7.44
Q3	7.48
95-th percentile	7.53
Maximum	7.69
Range	0.56
Interquartile range (IQR)	0.07

Descriptive statistics

Standard deviation	0.06090459929
Coefficient of variation (CV)	0.008186232439
Kurtosis	1.247493475
Mean	7.439881501
Median Absolute Deviation (MAD)	0.04
Skewness	-0.3591066337
Sum	22602.36
Variance	0.003709370214
Monotocity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
7.44	234	5.9%
7.46	230	5.8%
7.45	224	5.6%
7.43	214	5.3%
7.42	198	5.0%
7.48	196	4.9%
7.47	178	4.5%
7.41	170	4.2%
7.4	154	3.9%
7.49	147	3.7%
Other values (39)	1093	27.3%
(Missing)	962	24.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7.13	1	< 0.1%
7.15	2	0.1%
7.16	1	< 0.1%
7.2	1	< 0.1%
7.22	2	0.1%

Value	Count	Frequency (%)
7.69	1	< 0.1%
7.66	1	< 0.1%
7.64	1	< 0.1%
7.63	5	0.1%
7.62	4	0.1%

pH_med
Real number (ℝ_≥0)

MISSING

Distinct	105
Distinct (%)	3.5%
Missing	962
Missing (%)	24.1%
Infinite	0
Infinite (%)	0.0%

Mean	7.384957209
Minimum	7.105
Maximum	7.63
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	7.105
5-th percentile	7.28
Q1	7.35
median	7.39
Q3	7.42
95-th percentile	7.47
Maximum	7.63
Range	0.525
Interquartile range (IQR)	0.07

Descriptive statistics

Standard deviation	0.05726390863
Coefficient of variation (CV)	0.007754128698
Kurtosis	1.354087236
Mean	7.384957209
Median Absolute Deviation (MAD)	0.035
Skewness	-0.5281266959
Sum	22435.5
Variance	0.003279155231
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.4	199	5.0%
7.38	167	4.2%
7.42	165	4.1%
7.41	159	4.0%
7.37	148	3.7%
7.39	139	3.5%
7.43	137	3.4%
7.36	132	3.3%
7.35	123	3.1%
7.34	104	2.6%
Other values (95)	1565	39.1%
(Missing)	962	24.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7.105	1	< 0.1%
7.12	1	< 0.1%
7.135	1	< 0.1%
7.14	1	< 0.1%
7.15	2	0.1%

Value	Count	Frequency (%)
7.63	1	< 0.1%
7.58	1	< 0.1%
7.575	1	< 0.1%
7.57	2	0.1%
7.56	1	< 0.1%

PaCO2_min
Real number (ℝ_≥0)

MISSING

Distinct	66
Distinct (%)	2.2%
Missing	977
Missing (%)	24.4%
Infinite	0
Infinite (%)	0.0%

Mean	34.57171684
Minimum	0.3
Maximum	95
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	0.3
5-th percentile	24
Q1	30
median	34
Q3	38
95-th percentile	48
Maximum	95
Range	94.7
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	7.830635923
Coefficient of variation (CV)	0.2265041091
Kurtosis	6.19729571
Mean	34.57171684
Median Absolute Deviation (MAD)	4
Skewness	1.414228323
Sum	104510.3
Variance	61.31885896
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
35	213	5.3%
36	201	5.0%
34	200	5.0%
32	193	4.8%
30	187	4.7%
31	180	4.5%
33	173	4.3%
38	153	3.8%
29	151	3.8%
37	142	3.5%
Other values (56)	1230	30.8%
(Missing)	977	24.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.3	1	< 0.1%
11	1	< 0.1%
12	2	0.1%
14	2	0.1%
15	3	0.1%

Value	Count	Frequency (%)
95	1	< 0.1%
88	1	< 0.1%
84	1	< 0.1%
81	1	< 0.1%
79	2	0.1%

PaCO2_max
Real number (ℝ_≥0)

MISSING

Distinct	81
Distinct (%)	2.7%
Missing	977
Missing (%)	24.4%
Infinite	0
Infinite (%)	0.0%

Mean	47.49718822
Minimum	16
Maximum	100
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	16
5-th percentile	33
Q1	40
median	46
Q3	52
95-th percentile	68
Maximum	100
Range	84
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	11.17855986
Coefficient of variation (CV)	0.2353520341
Kurtosis	2.934372873
Mean	47.49718822
Median Absolute Deviation (MAD)	6
Skewness	1.252508369
Sum	143584
Variance	124.9602006
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
43	151	3.8%
46	143	3.6%
45	139	3.5%
44	134	3.4%
48	134	3.4%
49	133	3.3%
40	132	3.3%
41	126	3.1%
42	126	3.1%
47	118	2.9%
Other values (71)	1687	42.2%
(Missing)	977	24.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
16	1	< 0.1%
17	1	< 0.1%
19	1	< 0.1%
20	1	< 0.1%
21	1	< 0.1%

Value	Count	Frequency (%)
100	2	0.1%
98	2	0.1%
97	1	< 0.1%
95	1	< 0.1%
94	3	0.1%

PaCO2_med
Real number (ℝ_≥0)

MISSING

Distinct	118
Distinct (%)	3.9%
Missing	977
Missing (%)	24.4%
Infinite	0
Infinite (%)	0.0%

Mean	40.06996361
Minimum	14
Maximum	99
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	14
5-th percentile	30
Q1	36
median	39
Q3	43
95-th percentile	53
Maximum	99
Range	85
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	7.814780763
Coefficient of variation (CV)	0.1950283968
Kurtosis	7.000374234
Mean	40.06996361
Median Absolute Deviation (MAD)	4
Skewness	1.622596319
Sum	121131.5
Variance	61.07079838
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
37	180	4.5%
39	167	4.2%
40	164	4.1%
38	155	3.9%
36	153	3.8%
41	145	3.6%
42	123	3.1%
44	118	2.9%
34	118	2.9%
43	114	2.9%
Other values (108)	1586	39.6%
(Missing)	977	24.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
14	1	< 0.1%
16	1	< 0.1%
17	1	< 0.1%
19	2	0.1%
20	1	< 0.1%

Value	Count	Frequency (%)
99	1	< 0.1%
92.5	1	< 0.1%
91.5	1	< 0.1%
90	1	< 0.1%
89	1	< 0.1%

PaO2_min
Real number (ℝ_≥0)

MISSING

Distinct	224
Distinct (%)	7.4%
Missing	977
Missing (%)	24.4%
Infinite	0
Infinite (%)	0.0%

Mean	92.28761826
Minimum	0
Maximum	500
Zeros	1
Zeros (%)	< 0.1%
Memory size	31.2 KiB

Quantile statistics

Minimum	0
5-th percentile	51
Q1	67
median	81
Q3	106
95-th percentile	163.9
Maximum	500
Range	500
Interquartile range (IQR)	39

Descriptive statistics

Standard deviation	42.64195837
Coefficient of variation (CV)	0.4620550315
Kurtosis	17.87343645
Mean	92.28761826
Median Absolute Deviation (MAD)	18
Skewness	3.104369612
Sum	278985.47
Variance	1818.336613
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
73	72	1.8%
74	63	1.6%
76	60	1.5%
63	60	1.5%
61	60	1.5%
78	59	1.5%
69	57	1.4%
62	57	1.4%
75	56	1.4%
67	54	1.4%
Other values (214)	2425	60.6%
(Missing)	977	24.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	< 0.1%
7.47	1	< 0.1%
20	3	0.1%
22	1	< 0.1%
23	1	< 0.1%

Value	Count	Frequency (%)
500	1	< 0.1%
460	1	< 0.1%
454	1	< 0.1%
446	1	< 0.1%
443	1	< 0.1%

PaO2_max
Real number (ℝ_≥0)

MISSING

Distinct	455
Distinct (%)	15.1%
Missing	977
Missing (%)	24.4%
Infinite	0
Infinite (%)	0.0%

Mean	249.8511413
Minimum	26
Maximum	500
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	26
5-th percentile	84
Q1	144
median	228
Q3	355
95-th percentile	458
Maximum	500
Range	474
Interquartile range (IQR)	211

Descriptive statistics

Standard deviation	122.0523927
Coefficient of variation (CV)	0.4885004412
Kurtosis	-1.118289864
Mean	249.8511413
Median Absolute Deviation (MAD)	100
Skewness	0.3128122044
Sum	755300
Variance	14896.78657
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
183	19	0.5%
178	17	0.4%
93	17	0.4%
118	17	0.4%
122	16	0.4%
144	16	0.4%
191	15	0.4%
119	15	0.4%
133	15	0.4%
179	15	0.4%
Other values (445)	2861	71.5%
(Missing)	977	24.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
26	1	< 0.1%
27	1	< 0.1%
30	1	< 0.1%
34	1	< 0.1%
36	2	0.1%

Value	Count	Frequency (%)
500	3	0.1%
499	1	< 0.1%
498	3	0.1%
497	3	0.1%
496	4	0.1%

PaO2_med
Real number (ℝ_≥0)

MISSING

Distinct	470
Distinct (%)	15.5%
Missing	977
Missing (%)	24.4%
Infinite	0
Infinite (%)	0.0%

Mean	133.9596427
Minimum	26
Maximum	500
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	26
5-th percentile	73
Q1	96
median	121
Q3	158
95-th percentile	235
Maximum	500
Range	474
Interquartile range (IQR)	62

Descriptive statistics

Standard deviation	55.07525258
Coefficient of variation (CV)	0.4111331701
Kurtosis	4.973214065
Mean	133.9596427
Median Absolute Deviation (MAD)	29
Skewness	1.753371075
Sum	404960
Variance	3033.283447
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
117	35	0.9%
93	34	0.9%
110	34	0.9%
104	34	0.9%
90	31	0.8%
99	30	0.8%
94	29	0.7%
126	28	0.7%
111	28	0.7%
96	28	0.7%
Other values (460)	2712	67.8%
(Missing)	977	24.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
26	1	< 0.1%
26.5	1	< 0.1%
27	1	< 0.1%
34	1	< 0.1%
36	2	0.1%

Value	Count	Frequency (%)
500	1	< 0.1%
460	1	< 0.1%
454	1	< 0.1%
446	1	< 0.1%
443	1	< 0.1%

DiasABP_min
Real number (ℝ_≥0)

MISSING

Distinct	80
Distinct (%)	2.9%
Missing	1221
Missing (%)	30.5%
Infinite	0
Infinite (%)	0.0%

Mean	44.49406261
Minimum	1
Maximum	97
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	1
5-th percentile	30
Q1	38
median	44
Q3	50
95-th percentile	61
Maximum	97
Range	96
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	10.05694105
Coefficient of variation (CV)	0.2260288331
Kurtosis	1.869034722
Mean	44.49406261
Median Absolute Deviation (MAD)	6
Skewness	0.361454326
Sum	123649
Variance	101.1420634
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
42	148	3.7%
44	143	3.6%
40	142	3.5%
46	122	3.0%
43	122	3.0%
41	116	2.9%
45	115	2.9%
39	110	2.8%
48	108	2.7%
47	105	2.6%
Other values (70)	1548	38.7%
(Missing)	1221	30.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	2	0.1%
5	1	< 0.1%

Value	Count	Frequency (%)
97	1	< 0.1%
94	1	< 0.1%
91	1	< 0.1%
88	2	0.1%
81	1	< 0.1%

DiasABP_max
Real number (ℝ_≥0)

MISSING

Distinct	126
Distinct (%)	4.5%
Missing	1221
Missing (%)	30.5%
Infinite	0
Infinite (%)	0.0%

Mean	83.95106153
Minimum	22
Maximum	268
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	22
5-th percentile	61
Q1	72
median	81
Q3	92
95-th percentile	116
Maximum	268
Range	246
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	19.16185977
Coefficient of variation (CV)	0.228250357
Kurtosis	14.61128272
Mean	83.95106153
Median Absolute Deviation (MAD)	10
Skewness	2.451345822
Sum	233300
Variance	367.1768698
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
79	94	2.4%
75	88	2.2%
77	85	2.1%
80	84	2.1%
76	81	2.0%
83	80	2.0%
87	79	2.0%
72	75	1.9%
86	73	1.8%
78	72	1.8%
Other values (116)	1968	49.2%
(Missing)	1221	30.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
22	1	< 0.1%
32	1	< 0.1%
35	1	< 0.1%
38	1	< 0.1%
44	2	0.1%

Value	Count	Frequency (%)
268	2	0.1%
258	1	< 0.1%
239	1	< 0.1%
228	2	0.1%
215	1	< 0.1%

DiasABP_med
Real number (ℝ_≥0)

MISSING

Distinct	118
Distinct (%)	4.2%
Missing	1221
Missing (%)	30.5%
Infinite	0
Infinite (%)	0.0%

Mean	59.59247931
Minimum	22
Maximum	104
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	22
5-th percentile	46
Q1	53
median	58
Q3	65.5
95-th percentile	78
Maximum	104
Range	82
Interquartile range (IQR)	12.5

Descriptive statistics

Standard deviation	9.578607615
Coefficient of variation (CV)	0.1607351754
Kurtosis	0.7188102887
Mean	59.59247931
Median Absolute Deviation (MAD)	6
Skewness	0.5994898541
Sum	165607.5
Variance	91.74972384
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
54	119	3.0%
57	115	2.9%
59	113	2.8%
56	111	2.8%
58	110	2.8%
53	106	2.6%
55	105	2.6%
60	97	2.4%
52	90	2.2%
61	88	2.2%
Other values (108)	1725	43.1%
(Missing)	1221	30.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
22	1	< 0.1%
30	2	0.1%
32	1	< 0.1%
32.5	1	< 0.1%
35	2	0.1%

Value	Count	Frequency (%)
104	1	< 0.1%
97	2	0.1%
96	1	< 0.1%
95	1	< 0.1%
94	2	0.1%

FiO2_min
Real number (ℝ_≥0)

MISSING

Distinct	26
Distinct (%)	1.0%
Missing	1283
Missing (%)	32.1%
Infinite	0
Infinite (%)	0.0%

Mean	0.4401361796
Minimum	0.21
Maximum	1
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	0.21
5-th percentile	0.35
Q1	0.4
median	0.4
Q3	0.5
95-th percentile	0.6
Maximum	1
Range	0.79
Interquartile range (IQR)	0.1

Descriptive statistics

Standard deviation	0.1040183965
Coefficient of variation (CV)	0.2363323019
Kurtosis	12.30193609
Mean	0.4401361796
Median Absolute Deviation (MAD)	0
Skewness	2.918772088
Sum	1195.85
Variance	0.01081982681
Monotocity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0.4	1532	38.3%
0.5	702	17.5%
0.35	180	4.5%
0.3	90	2.2%
0.6	79	2.0%
1	39	1.0%
0.7	36	0.9%
0.8	11	0.3%
0.28	8	0.2%
0.45	8	0.2%
Other values (16)	32	0.8%
(Missing)	1283	32.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.21	6	0.1%
0.22	1	< 0.1%
0.24	3	0.1%
0.25	1	< 0.1%
0.28	8	0.2%

Value	Count	Frequency (%)
1	39	1.0%
0.98	1	< 0.1%
0.96	1	< 0.1%
0.95	3	0.1%
0.9	3	0.1%

FiO2_max
Real number (ℝ_≥0)

MISSING

Distinct	21
Distinct (%)	0.8%
Missing	1283
Missing (%)	32.1%
Infinite	0
Infinite (%)	0.0%

Mean	0.8394965035
Minimum	0.28
Maximum	1
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	0.28
5-th percentile	0.4
Q1	0.6
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	0.72
Interquartile range (IQR)	0.4

Descriptive statistics

Standard deviation	0.228971459
Coefficient of variation (CV)	0.2727485558
Kurtosis	-0.9879125269
Mean	0.8394965035
Median Absolute Deviation (MAD)	0
Skewness	-0.8755506476
Sum	2280.912
Variance	0.05242792902
Monotocity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
1	1747	43.7%
0.5	402	10.1%
0.6	169	4.2%
0.4	146	3.6%
0.7	134	3.4%
0.8	46	1.1%
0.35	27	0.7%
0.95	19	0.5%
0.3	6	0.1%
0.45	4	0.1%
Other values (11)	17	0.4%
(Missing)	1283	32.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.28	1	< 0.1%
0.3	6	0.1%
0.31	1	< 0.1%
0.35	27	0.7%
0.352	1	< 0.1%

Value	Count	Frequency (%)
1	1747	43.7%
0.98	1	< 0.1%
0.96	2	0.1%
0.95	19	0.5%
0.9	3	0.1%

FiO2_med
Real number (ℝ_≥0)

MISSING

Distinct	34
Distinct (%)	1.3%
Missing	1283
Missing (%)	32.1%
Infinite	0
Infinite (%)	0.0%

Mean	0.5075524476
Minimum	0.28
Maximum	1
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	0.28
5-th percentile	0.4
Q1	0.4
median	0.5
Q3	0.5
95-th percentile	0.8
Maximum	1
Range	0.72
Interquartile range (IQR)	0.1

Descriptive statistics

Standard deviation	0.1396489573
Coefficient of variation (CV)	0.2751419248
Kurtosis	3.548116812
Mean	0.5075524476
Median Absolute Deviation (MAD)	0.1
Skewness	1.787008009
Sum	1379.02
Variance	0.01950183129
Monotocity	Not monotonic

Histogram with fixed size bins (bins=34)

Value	Count	Frequency (%)
0.5	985	24.6%
0.4	893	22.3%
0.6	240	6.0%
0.7	134	3.4%
1	83	2.1%
0.45	81	2.0%
0.35	63	1.6%
0.55	51	1.3%
0.8	38	0.9%
0.3	37	0.9%
Other values (24)	112	2.8%
(Missing)	1283	32.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.28	3	0.1%
0.29	1	< 0.1%
0.3	37	0.9%
0.32	1	< 0.1%
0.325	1	< 0.1%

Value	Count	Frequency (%)
1	83	2.1%
0.98	1	< 0.1%
0.975	1	< 0.1%
0.95	16	0.4%
0.9	6	0.1%

MAP_min
Real number (ℝ_≥0)

MISSING

Distinct	115
Distinct (%)	4.1%
Missing	1208
Missing (%)	30.2%
Infinite	0
Infinite (%)	0.0%

Mean	58.52901146
Minimum	1
Maximum	265
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	1
5-th percentile	38
Q1	52
median	58
Q3	65
95-th percentile	80
Maximum	265
Range	264
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	16.5296781
Coefficient of variation (CV)	0.2824185423
Kurtosis	35.35293631
Mean	58.52901146
Median Absolute Deviation (MAD)	7
Skewness	2.71273969
Sum	163413
Variance	273.230258
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
57	127	3.2%
55	124	3.1%
58	119	3.0%
56	114	2.9%
60	113	2.8%
52	112	2.8%
51	102	2.5%
62	102	2.5%
59	101	2.5%
54	99	2.5%
Other values (105)	1679	42.0%
(Missing)	1208	30.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	4	0.1%
2	10	0.2%
3	6	0.1%
4	4	0.1%
5	2	0.1%

Value	Count	Frequency (%)
265	1	< 0.1%
258	1	< 0.1%
247	1	< 0.1%
236	1	< 0.1%
229	1	< 0.1%

MAP_max
Real number (ℝ_≥0)

MISSING

Distinct	216
Distinct (%)	7.7%
Missing	1208
Missing (%)	30.2%
Infinite	0
Infinite (%)	0.0%

Mean	118.4319484
Minimum	4
Maximum	300
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	4
5-th percentile	84
Q1	98
median	109
Q3	126
95-th percentile	198.45
Maximum	300
Range	296
Interquartile range (IQR)	28

Descriptive statistics

Standard deviation	36.71395365
Coefficient of variation (CV)	0.3100004191
Kurtosis	6.390362125
Mean	118.4319484
Median Absolute Deviation (MAD)	13
Skewness	2.272971365
Sum	330662
Variance	1347.914393
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
102	72	1.8%
103	68	1.7%
100	67	1.7%
104	67	1.7%
98	66	1.7%
95	66	1.7%
105	60	1.5%
99	60	1.5%
110	59	1.5%
107	59	1.5%
Other values (206)	2148	53.7%
(Missing)	1208	30.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
4	1	< 0.1%
11	1	< 0.1%
16	1	< 0.1%
30	1	< 0.1%
40	1	< 0.1%

Value	Count	Frequency (%)
300	2	0.1%
299	1	< 0.1%
295	3	0.1%
294	2	0.1%
292	1	< 0.1%

MAP_med
Real number (ℝ_≥0)

MISSING

Distinct	138
Distinct (%)	4.9%
Missing	1208
Missing (%)	30.2%
Infinite	0
Infinite (%)	0.0%

Mean	80.0730659
Minimum	4
Maximum	265
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	4
5-th percentile	65
Q1	72
median	78
Q3	86
95-th percentile	101
Maximum	265
Range	261
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	13.89570089
Coefficient of variation (CV)	0.173537765
Kurtosis	48.91325203
Mean	80.0730659
Median Absolute Deviation (MAD)	7
Skewness	4.251444415
Sum	223564
Variance	193.0905032
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
73	113	2.8%
76	102	2.5%
74	95	2.4%
77	94	2.4%
70	91	2.3%
75	91	2.3%
71	91	2.3%
78	87	2.2%
69	83	2.1%
81	83	2.1%
Other values (128)	1862	46.6%
(Missing)	1208	30.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
4	1	< 0.1%
11	1	< 0.1%
16	1	< 0.1%
30	1	< 0.1%
40	1	< 0.1%

Value	Count	Frequency (%)
265	1	< 0.1%
260.5	1	< 0.1%
258.5	1	< 0.1%
247	1	< 0.1%
239.5	1	< 0.1%

MechVent_min
Boolean

CONSTANT
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	31.2 KiB

0	4000

Common Values
Chart

Value	Count	Frequency (%)
0	4000	100.0%

MechVent_max
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	31.2 KiB

1	2529
0	1471

Common Values
Chart

Value	Count	Frequency (%)
1	2529	63.2%
0	1471	36.8%

MechVent_med
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	31.2 KiB

0	3999
0.5	1

Common Values
Chart

Value	Count	Frequency (%)
0	3999	> 99.9%
0.5	1	< 0.1%

SysABP_min
Real number (ℝ_≥0)

MISSING

Distinct	127
Distinct (%)	4.6%
Missing	1220
Missing (%)	30.5%
Infinite	0
Infinite (%)	0.0%

Mean	86.94856115
Minimum	6
Maximum	165
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	6
5-th percentile	60
Q1	76
median	85
Q3	97
95-th percentile	120
Maximum	165
Range	159
Interquartile range (IQR)	21

Descriptive statistics

Standard deviation	18.19766369
Coefficient of variation (CV)	0.2092922925
Kurtosis	1.680312462
Mean	86.94856115
Median Absolute Deviation (MAD)	10
Skewness	0.2781287114
Sum	241717
Variance	331.1549637
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
85	96	2.4%
80	89	2.2%
88	87	2.2%
89	86	2.1%
83	85	2.1%
90	77	1.9%
86	75	1.9%
81	74	1.8%
75	74	1.8%
91	69	1.7%
Other values (117)	1968	49.2%
(Missing)	1220	30.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
6	1	< 0.1%
7	2	0.1%
8	1	< 0.1%
11	2	0.1%
12	1	< 0.1%

Value	Count	Frequency (%)
165	1	< 0.1%
154	1	< 0.1%
151	2	0.1%
150	1	< 0.1%
149	2	0.1%

SysABP_max
Real number (ℝ_≥0)

MISSING

Distinct	163
Distinct (%)	5.9%
Missing	1220
Missing (%)	30.5%
Infinite	0
Infinite (%)	0.0%

Mean	159.1953237
Minimum	7
Maximum	295
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	7
5-th percentile	121
Q1	141
median	156
Q3	175
95-th percentile	207
Maximum	295
Range	288
Interquartile range (IQR)	34

Descriptive statistics

Standard deviation	26.87031842
Coefficient of variation (CV)	0.1687883651
Kurtosis	1.755483392
Mean	159.1953237
Median Absolute Deviation (MAD)	17
Skewness	0.6678399322
Sum	442563
Variance	722.0140119
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
155	57	1.4%
154	53	1.3%
144	52	1.3%
158	50	1.2%
157	50	1.2%
147	48	1.2%
146	47	1.2%
141	47	1.2%
153	47	1.2%
149	46	1.1%
Other values (153)	2283	57.1%
(Missing)	1220	30.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7	1	< 0.1%
52	1	< 0.1%
82	1	< 0.1%
85	1	< 0.1%
94	1	< 0.1%

Value	Count	Frequency (%)
295	1	< 0.1%
284	2	0.1%
282	1	< 0.1%
279	1	< 0.1%
275	1	< 0.1%

SysABP_med
Real number (ℝ_≥0)

MISSING

Distinct	189
Distinct (%)	6.8%
Missing	1220
Missing (%)	30.5%
Infinite	0
Infinite (%)	0.0%

Mean	119.5147482
Minimum	7
Maximum	196
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	7
5-th percentile	96
Q1	107
median	117
Q3	131
95-th percentile	152
Maximum	196
Range	189
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	17.51032077
Coefficient of variation (CV)	0.146511799
Kurtosis	0.7922785846
Mean	119.5147482
Median Absolute Deviation (MAD)	11.5
Skewness	0.4987567983
Sum	332251
Variance	306.6113333
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
108	64	1.6%
113	61	1.5%
102	60	1.5%
117	57	1.4%
110	56	1.4%
107	55	1.4%
112	55	1.4%
105	55	1.4%
120	54	1.4%
104	53	1.3%
Other values (179)	2210	55.2%
(Missing)	1220	30.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7	1	< 0.1%
52	1	< 0.1%
75	1	< 0.1%
75.5	1	< 0.1%
77	1	< 0.1%

Value	Count	Frequency (%)
196	1	< 0.1%
185.5	1	< 0.1%
184	1	< 0.1%
180.5	1	< 0.1%
179	1	< 0.1%

SaO2_min
Real number (ℝ_≥0)

MISSING

Distinct	43
Distinct (%)	2.4%
Missing	2208
Missing (%)	55.2%
Infinite	0
Infinite (%)	0.0%

Mean	94.82779018
Minimum	26
Maximum	100
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	26
5-th percentile	87
Q1	94
median	96
Q3	98
95-th percentile	99
Maximum	100
Range	74
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	5.511473037
Coefficient of variation (CV)	0.05812086337
Kurtosis	42.37485665
Mean	94.82779018
Median Absolute Deviation (MAD)	2
Skewness	-5.267224953
Sum	169931.4
Variance	30.37633504
Monotocity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
98	379	9.5%
97	379	9.5%
96	230	5.8%
95	172	4.3%
94	161	4.0%
99	88	2.2%
93	87	2.2%
92	74	1.8%
91	49	1.2%
89	25	0.6%
Other values (33)	148	3.7%
(Missing)	2208	55.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
26	1	< 0.1%
33	1	< 0.1%
38	1	< 0.1%
46	1	< 0.1%
51	1	< 0.1%

Value	Count	Frequency (%)
100	9	0.2%
99	88	2.2%
98	379	9.5%
97	379	9.5%
96	230	5.8%

SaO2_max
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	26
Distinct (%)	1.5%
Missing	2208
Missing (%)	55.2%
Infinite	0
Infinite (%)	0.0%

Mean	97.64397321
Minimum	46
Maximum	100
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	46
5-th percentile	94
Q1	98
median	98
Q3	99
95-th percentile	99
Maximum	100
Range	54
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	3.121658898
Coefficient of variation (CV)	0.03196980618
Kurtosis	118.8129442
Mean	97.64397321
Median Absolute Deviation (MAD)	1
Skewness	-9.202579521
Sum	174978
Variance	9.744754277
Monotocity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
98	718	17.9%
99	564	14.1%
97	232	5.8%
100	74	1.8%
96	68	1.7%
95	43	1.1%
94	25	0.6%
93	19	0.5%
92	12	0.3%
91	9	0.2%
Other values (16)	28	0.7%
(Missing)	2208	55.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
46	1	< 0.1%
47	1	< 0.1%
60	2	0.1%
67	2	0.1%
74	1	< 0.1%

Value	Count	Frequency (%)
100	74	1.8%
99	564	14.1%
98	718	17.9%
97	232	5.8%
96	68	1.7%

SaO2_med
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	42
Distinct (%)	2.3%
Missing	2208
Missing (%)	55.2%
Infinite	0
Infinite (%)	0.0%

Mean	96.76590402
Minimum	40
Maximum	100
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	40
5-th percentile	93
Q1	96.5
median	97.5
Q3	98
95-th percentile	99
Maximum	100
Range	60
Interquartile range (IQR)	1.5

Descriptive statistics

Standard deviation	3.361816891
Coefficient of variation (CV)	0.03474175046
Kurtosis	101.9280921
Mean	96.76590402
Median Absolute Deviation (MAD)	0.5
Skewness	-8.267727337
Sum	173404.5
Variance	11.30181281
Monotocity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
98	612	15.3%
97	375	9.4%
99	158	4.0%
96	153	3.8%
97.5	110	2.8%
95	68	1.7%
96.5	67	1.7%
98.5	51	1.3%
94	40	1.0%
95.5	26	0.7%
Other values (32)	132	3.3%
(Missing)	2208	55.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
40	1	< 0.1%
46	1	< 0.1%
60	2	0.1%
67	2	0.1%
73.5	1	< 0.1%

Value	Count	Frequency (%)
100	9	0.2%
99.5	1	< 0.1%
99	158	4.0%
98.5	51	1.3%
98	612	15.3%

Albumin_min
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	39
Distinct (%)	2.4%
Missing	2385
Missing (%)	59.6%
Infinite	0
Infinite (%)	0.0%

Mean	2.915294118
Minimum	1
Maximum	5.3
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1.8
Q1	2.4
median	2.9
Q3	3.4
95-th percentile	4
Maximum	5.3
Range	4.3
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.6618813238
Coefficient of variation (CV)	0.2270375808
Kurtosis	-0.3570254869
Mean	2.915294118
Median Absolute Deviation (MAD)	0.5
Skewness	0.01703631166
Sum	4708.2
Variance	0.4380868868
Monotocity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
3.1	100	2.5%
3	99	2.5%
2.7	99	2.5%
2.8	86	2.1%
2.9	85	2.1%
2.5	82	2.1%
3.4	80	2.0%
2.6	78	1.9%
3.2	72	1.8%
3.3	70	1.8%
Other values (29)	764	19.1%
(Missing)	2385	59.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1	< 0.1%
1.1	2	0.1%
1.2	2	0.1%
1.3	6	0.1%
1.4	4	0.1%

Value	Count	Frequency (%)
5.3	1	< 0.1%
4.8	1	< 0.1%
4.6	3	0.1%
4.5	3	0.1%
4.4	8	0.2%

Albumin_max
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	40
Distinct (%)	2.5%
Missing	2385
Missing (%)	59.6%
Infinite	0
Infinite (%)	0.0%

Mean	3.027430341
Minimum	1.1
Maximum	5.3
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	1.1
5-th percentile	2
Q1	2.6
median	3
Q3	3.5
95-th percentile	4.1
Maximum	5.3
Range	4.2
Interquartile range (IQR)	0.9

Descriptive statistics

Standard deviation	0.6382746822
Coefficient of variation (CV)	0.2108305098
Kurtosis	-0.2724589104
Mean	3.027430341
Median Absolute Deviation (MAD)	0.4
Skewness	0.02844313336
Sum	4889.3
Variance	0.40739457
Monotocity	Not monotonic

Histogram with fixed size bins (bins=40)

Value	Count	Frequency (%)
2.7	112	2.8%
3.1	108	2.7%
3	97	2.4%
2.9	89	2.2%
2.8	88	2.2%
3.2	82	2.1%
3.4	80	2.0%
3.3	80	2.0%
2.6	78	1.9%
2.5	75	1.9%
Other values (30)	726	18.1%
(Missing)	2385	59.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.1	1	< 0.1%
1.2	2	0.1%
1.3	2	0.1%
1.4	2	0.1%
1.5	6	0.1%

Value	Count	Frequency (%)
5.3	1	< 0.1%
5	1	< 0.1%
4.9	1	< 0.1%
4.8	2	0.1%
4.6	5	0.1%

Albumin_med
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	75
Distinct (%)	4.6%
Missing	2385
Missing (%)	59.6%
Infinite	0
Infinite (%)	0.0%

Mean	2.973374613
Minimum	1.1
Maximum	5.3
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	1.1
5-th percentile	1.9
Q1	2.5
median	3
Q3	3.4
95-th percentile	4
Maximum	5.3
Range	4.2
Interquartile range (IQR)	0.9

Descriptive statistics

Standard deviation	0.6372790617
Coefficient of variation (CV)	0.2143285474
Kurtosis	-0.3352092688
Mean	2.973374613
Median Absolute Deviation (MAD)	0.5
Skewness	0.03174930875
Sum	4802
Variance	0.4061246025
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.1	93	2.3%
3	90	2.2%
2.7	89	2.2%
2.9	84	2.1%
2.6	80	2.0%
2.8	78	1.9%
2.5	71	1.8%
3.4	70	1.8%
3.2	68	1.7%
3.6	68	1.7%
Other values (65)	824	20.6%
(Missing)	2385	59.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.1	1	< 0.1%
1.15	2	0.1%
1.2	1	< 0.1%
1.3	1	< 0.1%
1.4	3	0.1%

Value	Count	Frequency (%)
5.3	1	< 0.1%
4.8	1	< 0.1%
4.6	3	0.1%
4.5	3	0.1%
4.4	9	0.2%

ALP_min
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	268
Distinct (%)	15.9%
Missing	2310
Missing (%)	57.8%
Infinite	0
Infinite (%)	0.0%

Mean	98.33491124
Minimum	12
Maximum	1339
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	12
5-th percentile	36
Q1	55
median	75
Q3	105
95-th percentile	231.1
Maximum	1339
Range	1327
Interquartile range (IQR)	50

Descriptive statistics

Standard deviation	95.31268053
Coefficient of variation (CV)	0.9692659435
Kurtosis	47.03655146
Mean	98.33491124
Median Absolute Deviation (MAD)	24
Skewness	5.574342121
Sum	166186
Variance	9084.507069
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
61	34	0.9%
48	27	0.7%
47	26	0.7%
80	25	0.6%
73	25	0.6%
65	25	0.6%
63	25	0.6%
46	25	0.6%
66	24	0.6%
56	23	0.6%
Other values (258)	1431	35.8%
(Missing)	2310	57.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
12	1	< 0.1%
13	2	0.1%
19	2	0.1%
20	3	0.1%
21	4	0.1%

Value	Count	Frequency (%)
1339	1	< 0.1%
1266	1	< 0.1%
947	1	< 0.1%
874	1	< 0.1%
862	1	< 0.1%

ALP_max
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	290
Distinct (%)	17.2%
Missing	2310
Missing (%)	57.8%
Infinite	0
Infinite (%)	0.0%

Mean	111.3443787
Minimum	12
Maximum	2205
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	12
5-th percentile	39
Q1	59
median	80.5
Q3	115
95-th percentile	274
Maximum	2205
Range	2193
Interquartile range (IQR)	56

Descriptive statistics

Standard deviation	125.7311584
Coefficient of variation (CV)	1.129209754
Kurtosis	82.65697359
Mean	111.3443787
Median Absolute Deviation (MAD)	25.5
Skewness	7.252639812
Sum	188172
Variance	15808.3242
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
67	27	0.7%
80	26	0.7%
65	25	0.6%
61	25	0.6%
62	25	0.6%
73	24	0.6%
74	22	0.5%
46	22	0.5%
53	22	0.5%
48	21	0.5%
Other values (280)	1451	36.3%
(Missing)	2310	57.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
12	1	< 0.1%
19	2	0.1%
20	1	< 0.1%
21	2	0.1%
22	2	0.1%

Value	Count	Frequency (%)
2205	1	< 0.1%
1752	1	< 0.1%
1504	1	< 0.1%
1204	1	< 0.1%
1024	1	< 0.1%

ALP_med
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	377
Distinct (%)	22.3%
Missing	2310
Missing (%)	57.8%
Infinite	0
Infinite (%)	0.0%

Mean	104.3597633
Minimum	12
Maximum	1501
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	12
5-th percentile	38
Q1	57
median	78
Q3	110
95-th percentile	243.55
Maximum	1501
Range	1489
Interquartile range (IQR)	53

Descriptive statistics

Standard deviation	105.580245
Coefficient of variation (CV)	1.011694945
Kurtosis	48.57111942
Mean	104.3597633
Median Absolute Deviation (MAD)	24
Skewness	5.703137505
Sum	176368
Variance	11147.18814
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
65	24	0.6%
62	23	0.6%
61	23	0.6%
67	22	0.5%
49	22	0.5%
79	21	0.5%
82	21	0.5%
55	21	0.5%
53	20	0.5%
64	20	0.5%
Other values (367)	1473	36.8%
(Missing)	2310	57.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
12	1	< 0.1%
19	2	0.1%
20	1	< 0.1%
21	2	0.1%
22	3	0.1%

Value	Count	Frequency (%)
1501	1	< 0.1%
1399	1	< 0.1%
1004.5	1	< 0.1%
960	1	< 0.1%
903	1	< 0.1%

ALT_min
Real number (ℝ_≥0)

MISSING

Distinct	311
Distinct (%)	18.1%
Missing	2279
Missing (%)	57.0%
Infinite	0
Infinite (%)	0.0%

Mean	120.2963393
Minimum	1
Maximum	6558
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	1
5-th percentile	9
Q1	16
median	29
Q3	62
95-th percentile	393
Maximum	6558
Range	6557
Interquartile range (IQR)	46

Descriptive statistics

Standard deviation	424.5157041
Coefficient of variation (CV)	3.528916229
Kurtosis	93.593552
Mean	120.2963393
Median Absolute Deviation (MAD)	16
Skewness	8.589556063
Sum	207030
Variance	180213.5831
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
17	58	1.5%
15	55	1.4%
13	51	1.3%
14	51	1.3%
18	49	1.2%
16	47	1.2%
11	46	1.1%
12	46	1.1%
19	39	1.0%
20	37	0.9%
Other values (301)	1242	31.1%
(Missing)	2279	57.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	2	0.1%
3	4	0.1%
4	7	0.2%
5	9	0.2%
6	11	0.3%

Value	Count	Frequency (%)
6558	1	< 0.1%
6480	1	< 0.1%
4940	1	< 0.1%
4290	1	< 0.1%
4100	1	< 0.1%

ALT_max
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	375
Distinct (%)	21.8%
Missing	2279
Missing (%)	57.0%
Infinite	0
Infinite (%)	0.0%

Mean	222.4270773
Minimum	3
Maximum	11470
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	3
5-th percentile	10
Q1	18
median	33
Q3	76
95-th percentile	733
Maximum	11470
Range	11467
Interquartile range (IQR)	58

Descriptive statistics

Standard deviation	896.6995988
Coefficient of variation (CV)	4.031431828
Kurtosis	72.8257543
Mean	222.4270773
Median Absolute Deviation (MAD)	19
Skewness	7.847079998
Sum	382797
Variance	804070.1704
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
17	54	1.4%
14	52	1.3%
18	47	1.2%
16	46	1.1%
13	45	1.1%
20	44	1.1%
15	42	1.1%
12	41	1.0%
26	36	0.9%
11	34	0.9%
Other values (365)	1280	32.0%
(Missing)	2279	57.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
3	2	0.1%
4	5	0.1%
5	7	0.2%
6	10	0.2%
7	11	0.3%

Value	Count	Frequency (%)
11470	1	< 0.1%
11030	1	< 0.1%
10470	1	< 0.1%
10440	1	< 0.1%
9260	1	< 0.1%

ALT_med
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	445
Distinct (%)	25.9%
Missing	2279
Missing (%)	57.0%
Infinite	0
Infinite (%)	0.0%

Mean	172.7513074
Minimum	3
Maximum	9890
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	3
5-th percentile	9
Q1	17
median	31
Q3	69
95-th percentile	529.5
Maximum	9890
Range	9887
Interquartile range (IQR)	52

Descriptive statistics

Standard deviation	666.4077758
Coefficient of variation (CV)	3.857613502
Kurtosis	85.01531446
Mean	172.7513074
Median Absolute Deviation (MAD)	17
Skewness	8.257738911
Sum	297305
Variance	444099.3236
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
17	50	1.2%
14	47	1.2%
16	44	1.1%
12	43	1.1%
15	43	1.1%
18	43	1.1%
13	40	1.0%
20	38	0.9%
11	37	0.9%
19	34	0.9%
Other values (435)	1302	32.6%
(Missing)	2279	57.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
3	3	0.1%
3.5	1	< 0.1%
4	5	0.1%
4.5	1	< 0.1%
5	6	0.1%

Value	Count	Frequency (%)
9890	1	< 0.1%
9052.5	1	< 0.1%
8907.5	1	< 0.1%
6391.5	1	< 0.1%
6147.5	1	< 0.1%

AST_min
Real number (ℝ_≥0)

MISSING

Distinct	353
Distinct (%)	20.5%
Missing	2275
Missing (%)	56.9%
Infinite	0
Infinite (%)	0.0%

Mean	143.8104348
Minimum	4
Maximum	15680
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	4
5-th percentile	14
Q1	24
median	41
Q3	86
95-th percentile	476.4
Maximum	15680
Range	15676
Interquartile range (IQR)	62

Descriptive statistics

Standard deviation	535.6919604
Coefficient of variation (CV)	3.724986725
Kurtosis	426.6306693
Mean	143.8104348
Median Absolute Deviation (MAD)	22
Skewness	16.81977039
Sum	248073
Variance	286965.8765
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
17	47	1.2%
20	42	1.1%
24	41	1.0%
23	35	0.9%
16	35	0.9%
15	34	0.9%
22	34	0.9%
18	33	0.8%
21	32	0.8%
28	31	0.8%
Other values (343)	1361	34.0%
(Missing)	2275	56.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	4	0.1%
8	1	< 0.1%

Value	Count	Frequency (%)
15680	1	< 0.1%
5071	1	< 0.1%
4881	1	< 0.1%
4154	1	< 0.1%
4086	1	< 0.1%

AST_max
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	432
Distinct (%)	25.0%
Missing	2275
Missing (%)	56.9%
Infinite	0
Infinite (%)	0.0%

Mean	348.2
Minimum	6
Maximum	18430
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	6
5-th percentile	15
Q1	26
median	49
Q3	119
95-th percentile	1125.2
Maximum	18430
Range	18424
Interquartile range (IQR)	93

Descriptive statistics

Standard deviation	1408.873938
Coefficient of variation (CV)	4.046162946
Kurtosis	61.5535133
Mean	348.2
Median Absolute Deviation (MAD)	29
Skewness	7.322958237
Sum	600645
Variance	1984925.773
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20	41	1.0%
17	40	1.0%
24	39	1.0%
18	35	0.9%
25	32	0.8%
28	32	0.8%
26	30	0.8%
22	27	0.7%
27	27	0.7%
15	27	0.7%
Other values (422)	1395	34.9%
(Missing)	2275	56.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
6	1	< 0.1%
7	4	0.1%
8	1	< 0.1%
9	4	0.1%
10	9	0.2%

Value	Count	Frequency (%)
18430	1	< 0.1%
16040	1	< 0.1%
15680	1	< 0.1%
13260	1	< 0.1%
12680	1	< 0.1%

AST_med
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	496
Distinct (%)	28.8%
Missing	2275
Missing (%)	56.9%
Infinite	0
Infinite (%)	0.0%

Mean	236.7263768
Minimum	6
Maximum	15680
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	6
5-th percentile	15
Q1	25
median	46
Q3	102.5
95-th percentile	765
Maximum	15680
Range	15674
Interquartile range (IQR)	77.5

Descriptive statistics

Standard deviation	912.9149499
Coefficient of variation (CV)	3.856414153
Kurtosis	101.9525509
Mean	236.7263768
Median Absolute Deviation (MAD)	26
Skewness	8.868381916
Sum	408353
Variance	833413.7058
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20	41	1.0%
17	40	1.0%
24	38	0.9%
15	30	0.8%
18	29	0.7%
25	29	0.7%
22	29	0.7%
26	28	0.7%
27	27	0.7%
29	25	0.6%
Other values (486)	1409	35.2%
(Missing)	2275	56.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
6	1	< 0.1%
6.5	1	< 0.1%
7	4	0.1%
9	5	0.1%
10	8	0.2%

Value	Count	Frequency (%)
15680	1	< 0.1%
12945	1	< 0.1%
11570	1	< 0.1%
8161	1	< 0.1%
7675.5	1	< 0.1%

Bilirubin_min
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	128
Distinct (%)	7.5%
Missing	2282
Missing (%)	57.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.690628638
Minimum	0.1
Maximum	45.5
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.2
Q1	0.4
median	0.6
Q3	1.2
95-th percentile	6.515
Maximum	45.5
Range	45.4
Interquartile range (IQR)	0.8

Descriptive statistics

Standard deviation	4.10186536
Coefficient of variation (CV)	2.426236766
Kurtosis	42.79865467
Mean	1.690628638
Median Absolute Deviation (MAD)	0.3
Skewness	6.000069969
Sum	2904.5
Variance	16.82529943
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.3	213	5.3%
0.4	191	4.8%
0.5	179	4.5%
0.6	137	3.4%
0.2	125	3.1%
0.7	113	2.8%
0.8	89	2.2%
0.9	73	1.8%
1	60	1.5%
1.2	47	1.2%
Other values (118)	491	12.3%
(Missing)	2282	57.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.1	31	0.8%
0.2	125	3.1%
0.3	213	5.3%
0.4	191	4.8%
0.5	179	4.5%

Value	Count	Frequency (%)
45.5	2	0.1%
40.7	1	< 0.1%
39	1	< 0.1%
34.7	1	< 0.1%
34.3	1	< 0.1%

Bilirubin_max
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	146
Distinct (%)	8.5%
Missing	2282
Missing (%)	57.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.134575087
Minimum	0.1
Maximum	47.7
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.2
Q1	0.4
median	0.7
Q3	1.575
95-th percentile	9.1
Maximum	47.7
Range	47.6
Interquartile range (IQR)	1.175

Descriptive statistics

Standard deviation	4.859546575
Coefficient of variation (CV)	2.276587319
Kurtosis	33.39138597
Mean	2.134575087
Median Absolute Deviation (MAD)	0.4
Skewness	5.332764419
Sum	3667.2
Variance	23.61519292
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.3	165	4.1%
0.4	164	4.1%
0.5	162	4.0%
0.6	141	3.5%
0.7	125	3.1%
0.8	94	2.4%
0.2	93	2.3%
0.9	77	1.9%
1	72	1.8%
1.1	51	1.3%
Other values (136)	574	14.3%
(Missing)	2282	57.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.1	18	0.4%
0.2	93	2.3%
0.3	165	4.1%
0.4	164	4.1%
0.5	162	4.0%

Value	Count	Frequency (%)
47.7	1	< 0.1%
46.9	1	< 0.1%
45.8	1	< 0.1%
41.9	1	< 0.1%
40.7	1	< 0.1%

Bilirubin_med
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	192
Distinct (%)	11.2%
Missing	2282
Missing (%)	57.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.888416764
Minimum	0.1
Maximum	45.9
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.2
Q1	0.4
median	0.7
Q3	1.4
95-th percentile	7.6
Maximum	45.9
Range	45.8
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	4.405599794
Coefficient of variation (CV)	2.332959482
Kurtosis	38.00279989
Mean	1.888416764
Median Absolute Deviation (MAD)	0.35
Skewness	5.671895741
Sum	3244.3
Variance	19.40930955
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.3	151	3.8%
0.4	151	3.8%
0.5	146	3.6%
0.6	130	3.2%
0.7	99	2.5%
0.2	96	2.4%
0.8	87	2.2%
0.9	66	1.7%
1	60	1.5%
1.2	36	0.9%
Other values (182)	696	17.4%
(Missing)	2282	57.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.1	20	0.5%
0.15	3	0.1%
0.2	96	2.4%
0.25	14	0.4%
0.3	151	3.8%

Value	Count	Frequency (%)
45.9	1	< 0.1%
45.65	1	< 0.1%
43.9	1	< 0.1%
40.7	1	< 0.1%
35.4	1	< 0.1%

Lactate_min
Real number (ℝ_≥0)

MISSING

Distinct	87
Distinct (%)	4.0%
Missing	1817
Missing (%)	45.4%
Infinite	0
Infinite (%)	0.0%

Mean	1.70193312
Minimum	0.3
Maximum	21.2
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	0.3
5-th percentile	0.7
Q1	1.1
median	1.4
Q3	1.9
95-th percentile	3.6
Maximum	21.2
Range	20.9
Interquartile range (IQR)	0.8

Descriptive statistics

Standard deviation	1.187876245
Coefficient of variation (CV)	0.697957065
Kurtosis	46.19215047
Mean	1.70193312
Median Absolute Deviation (MAD)	0.4
Skewness	4.760114043
Sum	3715.32
Variance	1.411049974
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.2	179	4.5%
1.3	165	4.1%
1.1	155	3.9%
1	148	3.7%
0.9	145	3.6%
0.8	125	3.1%
1.4	123	3.1%
1.6	122	3.0%
1.5	114	2.9%
1.7	90	2.2%
Other values (77)	817	20.4%
(Missing)	1817	45.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.3	1	< 0.1%
0.4	4	0.1%
0.5	16	0.4%
0.6	41	1.0%
0.65	1	< 0.1%

Value	Count	Frequency (%)
21.2	1	< 0.1%
12.3	1	< 0.1%
12.1	1	< 0.1%
9.9	2	0.1%
9.4	1	< 0.1%

Lactate_max
Real number (ℝ_≥0)

MISSING

Distinct	149
Distinct (%)	6.8%
Missing	1817
Missing (%)	45.4%
Infinite	0
Infinite (%)	0.0%

Mean	3.086862116
Minimum	0.4
Maximum	29.3
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	0.4
5-th percentile	0.9
Q1	1.5
median	2.3
Q3	3.7
95-th percentile	8
Maximum	29.3
Range	28.9
Interquartile range (IQR)	2.2

Descriptive statistics

Standard deviation	2.592516994
Coefficient of variation (CV)	0.8398551333
Kurtosis	13.81165812
Mean	3.086862116
Median Absolute Deviation (MAD)	0.9
Skewness	2.976433306
Sum	6738.62
Variance	6.721144365
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.5	91	2.3%
1.4	88	2.2%
1.3	88	2.2%
1.6	86	2.1%
1.7	81	2.0%
1.2	80	2.0%
1.9	79	2.0%
1.8	76	1.9%
2	67	1.7%
1.1	64	1.6%
Other values (139)	1383	34.6%
(Missing)	1817	45.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.4	2	0.1%
0.5	4	0.1%
0.6	6	0.1%
0.65	1	< 0.1%
0.7	10	0.2%

Value	Count	Frequency (%)
29.3	1	< 0.1%
24.1	1	< 0.1%
20	1	< 0.1%
19.5	1	< 0.1%
18.6	2	0.1%

Lactate_med
Real number (ℝ_≥0)

MISSING

Distinct	182
Distinct (%)	8.3%
Missing	1817
Missing (%)	45.4%
Infinite	0
Infinite (%)	0.0%

Mean	2.26102153
Minimum	0.4
Maximum	24.65
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	0.4
5-th percentile	0.9
Q1	1.3
median	1.8
Q3	2.65
95-th percentile	5.1
Maximum	24.65
Range	24.25
Interquartile range (IQR)	1.35

Descriptive statistics

Standard deviation	1.625227436
Coefficient of variation (CV)	0.7188022821
Kurtosis	27.28782429
Mean	2.26102153
Median Absolute Deviation (MAD)	0.6
Skewness	3.785305719
Sum	4935.81
Variance	2.641364217
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.4	103	2.6%
1.5	97	2.4%
1.6	93	2.3%
1.1	92	2.3%
1.2	91	2.3%
1.3	89	2.2%
1.7	76	1.9%
1.9	74	1.8%
1	65	1.6%
0.9	63	1.6%
Other values (172)	1340	33.5%
(Missing)	1817	45.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.4	2	0.1%
0.5	4	0.1%
0.55	2	0.1%
0.6	6	0.1%
0.65	1	< 0.1%

Value	Count	Frequency (%)
24.65	1	< 0.1%
15.85	1	< 0.1%
14.45	1	< 0.1%
14.1	1	< 0.1%
12.2	1	< 0.1%

Cholesterol_min
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	140
Distinct (%)	45.9%
Missing	3695
Missing (%)	92.4%
Infinite	0
Infinite (%)	0.0%

Mean	156.3803279
Minimum	28
Maximum	330
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	28
5-th percentile	91
Q1	123
median	152
Q3	188
95-th percentile	229.4
Maximum	330
Range	302
Interquartile range (IQR)	65

Descriptive statistics

Standard deviation	46.31421154
Coefficient of variation (CV)	0.296163924
Kurtosis	0.7643540713
Mean	156.3803279
Median Absolute Deviation (MAD)	31
Skewness	0.5220952003
Sum	47696
Variance	2145.006191
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
111	8	0.2%
164	5	0.1%
154	5	0.1%
155	4	0.1%
189	4	0.1%
175	4	0.1%
199	4	0.1%
127	4	0.1%
117	4	0.1%
149	4	0.1%
Other values (130)	259	6.5%
(Missing)	3695	92.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
28	1	< 0.1%
40	1	< 0.1%
59	1	< 0.1%
68	1	< 0.1%
73	1	< 0.1%

Value	Count	Frequency (%)
330	1	< 0.1%
307	2	0.1%
297	1	< 0.1%
289	1	< 0.1%
263	2	0.1%

Cholesterol_max
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	139
Distinct (%)	45.6%
Missing	3695
Missing (%)	92.4%
Infinite	0
Infinite (%)	0.0%

Mean	156.7672131
Minimum	28
Maximum	330
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	28
5-th percentile	91
Q1	123
median	153
Q3	188
95-th percentile	229.4
Maximum	330
Range	302
Interquartile range (IQR)	65

Descriptive statistics

Standard deviation	46.39782465
Coefficient of variation (CV)	0.2959663805
Kurtosis	0.7230366409
Mean	156.7672131
Median Absolute Deviation (MAD)	32
Skewness	0.5127912732
Sum	47814
Variance	2152.758132
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
111	7	0.2%
164	5	0.1%
154	5	0.1%
113	4	0.1%
180	4	0.1%
161	4	0.1%
155	4	0.1%
101	4	0.1%
189	4	0.1%
199	4	0.1%
Other values (129)	260	6.5%
(Missing)	3695	92.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
28	1	< 0.1%
40	1	< 0.1%
59	1	< 0.1%
68	1	< 0.1%
73	1	< 0.1%

Value	Count	Frequency (%)
330	1	< 0.1%
307	2	0.1%
297	1	< 0.1%
289	1	< 0.1%
263	2	0.1%

Cholesterol_med
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	143
Distinct (%)	46.9%
Missing	3695
Missing (%)	92.4%
Infinite	0
Infinite (%)	0.0%

Mean	156.5737705
Minimum	28
Maximum	330
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	28
5-th percentile	91
Q1	123
median	153
Q3	188
95-th percentile	229.4
Maximum	330
Range	302
Interquartile range (IQR)	65

Descriptive statistics

Standard deviation	46.33355149
Coefficient of variation (CV)	0.2959215413
Kurtosis	0.7462843069
Mean	156.5737705
Median Absolute Deviation (MAD)	32
Skewness	0.5165818941
Sum	47755
Variance	2146.797994
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
111	7	0.2%
158	5	0.1%
140	5	0.1%
133	5	0.1%
154	5	0.1%
164	5	0.1%
113	4	0.1%
101	4	0.1%
189	4	0.1%
188	4	0.1%
Other values (133)	257	6.4%
(Missing)	3695	92.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
28	1	< 0.1%
40	1	< 0.1%
59	1	< 0.1%
68	1	< 0.1%
73	1	< 0.1%

Value	Count	Frequency (%)
330	1	< 0.1%
307	2	0.1%
297	1	< 0.1%
289	1	< 0.1%
263	2	0.1%

TroponinI_min
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	86
Distinct (%)	42.0%
Missing	3795
Missing (%)	94.9%
Infinite	0
Infinite (%)	0.0%

Mean	5.584390244
Minimum	0.3
Maximum	49.2
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	0.3
5-th percentile	0.3
Q1	0.6
median	1.6
Q3	7.2
95-th percentile	24.36
Maximum	49.2
Range	48.9
Interquartile range (IQR)	6.6

Descriptive statistics

Standard deviation	8.62483022
Coefficient of variation (CV)	1.54445335
Kurtosis	6.876584391
Mean	5.584390244
Median Absolute Deviation (MAD)	1.3
Skewness	2.509858419
Sum	1144.8
Variance	74.38769632
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.3	22	0.5%
0.4	16	0.4%
0.5	10	0.2%
0.7	10	0.2%
0.6	9	0.2%
0.8	8	0.2%
2	6	0.1%
1	6	0.1%
1.2	5	0.1%
0.9	5	0.1%
Other values (76)	108	2.7%
(Missing)	3795	94.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.3	22	0.5%
0.4	16	0.4%
0.5	10	0.2%
0.6	9	0.2%
0.7	10	0.2%

Value	Count	Frequency (%)
49.2	1	< 0.1%
42.9	1	< 0.1%
40.1	1	< 0.1%
36.7	1	< 0.1%
33.4	1	< 0.1%

TroponinI_max
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	112
Distinct (%)	54.6%
Missing	3795
Missing (%)	94.9%
Infinite	0
Infinite (%)	0.0%

Mean	8.427804878
Minimum	0.3
Maximum	49.2
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	0.3
5-th percentile	0.3
Q1	0.9
median	2.7
Q3	12.3
95-th percentile	38.06
Maximum	49.2
Range	48.9
Interquartile range (IQR)	11.4

Descriptive statistics

Standard deviation	11.49183673
Coefficient of variation (CV)	1.363562267
Kurtosis	2.909825184
Mean	8.427804878
Median Absolute Deviation (MAD)	2.3
Skewness	1.878036632
Sum	1727.7
Variance	132.0623113
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.3	12	0.3%
0.8	10	0.2%
0.4	10	0.2%
0.7	7	0.2%
2.6	6	0.1%
0.6	6	0.1%
2	5	0.1%
0.5	5	0.1%
1.2	5	0.1%
1	4	0.1%
Other values (102)	135	3.4%
(Missing)	3795	94.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.3	12	0.3%
0.4	10	0.2%
0.5	5	0.1%
0.6	6	0.1%
0.7	7	0.2%

Value	Count	Frequency (%)
49.2	1	< 0.1%
48.3	1	< 0.1%
47.5	1	< 0.1%
44.2	1	< 0.1%
43.4	1	< 0.1%

TroponinI_med
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	122
Distinct (%)	59.5%
Missing	3795
Missing (%)	94.9%
Infinite	0
Infinite (%)	0.0%

Mean	6.937317073
Minimum	0.3
Maximum	49.2
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	0.3
5-th percentile	0.3
Q1	0.8
median	2.1
Q3	9.55
95-th percentile	28.52
Maximum	49.2
Range	48.9
Interquartile range (IQR)	8.75

Descriptive statistics

Standard deviation	9.647362492
Coefficient of variation (CV)	1.390647478
Kurtosis	4.058127928
Mean	6.937317073
Median Absolute Deviation (MAD)	1.7
Skewness	2.046010284
Sum	1422.15
Variance	93.07160306
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.4	12	0.3%
0.3	12	0.3%
0.8	9	0.2%
0.5	7	0.2%
0.7	6	0.1%
0.9	5	0.1%
0.6	5	0.1%
1.8	4	0.1%
1.5	4	0.1%
1.1	4	0.1%
Other values (112)	137	3.4%
(Missing)	3795	94.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.3	12	0.3%
0.4	12	0.3%
0.45	2	0.1%
0.5	7	0.2%
0.55	1	< 0.1%

Value	Count	Frequency (%)
49.2	1	< 0.1%
42.9	1	< 0.1%
40.1	1	< 0.1%
38.8	1	< 0.1%
37.65	1	< 0.1%

TroponinT_min
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	212
Distinct (%)	24.6%
Missing	3137
Missing (%)	78.4%
Infinite	0
Infinite (%)	0.0%

Mean	0.8142526072
Minimum	0.01
Maximum	24.04
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	0.01
5-th percentile	0.01
Q1	0.04
median	0.11
Q3	0.49
95-th percentile	4.173
Maximum	24.04
Range	24.03
Interquartile range (IQR)	0.45

Descriptive statistics

Standard deviation	2.194308154
Coefficient of variation (CV)	2.694873967
Kurtosis	41.63416667
Mean	0.8142526072
Median Absolute Deviation (MAD)	0.09
Skewness	5.649018242
Sum	702.7
Variance	4.814988275
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.02	80	2.0%
0.03	75	1.9%
0.04	57	1.4%
0.01	52	1.3%
0.06	35	0.9%
0.05	30	0.8%
0.08	28	0.7%
0.07	28	0.7%
0.09	25	0.6%
0.11	23	0.6%
Other values (202)	430	10.8%
(Missing)	3137	78.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.01	52	1.3%
0.02	80	2.0%
0.03	75	1.9%
0.04	57	1.4%
0.05	30	0.8%

Value	Count	Frequency (%)
24.04	1	< 0.1%
22.51	1	< 0.1%
20	1	< 0.1%
17.88	1	< 0.1%
14.11	1	< 0.1%

TroponinT_max
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	266
Distinct (%)	30.8%
Missing	3137
Missing (%)	78.4%
Infinite	0
Infinite (%)	0.0%

Mean	1.333453071
Minimum	0.01
Maximum	24.91
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	0.01
5-th percentile	0.02
Q1	0.06
median	0.17
Q3	0.94
95-th percentile	7.109
Maximum	24.91
Range	24.9
Interquartile range (IQR)	0.88

Descriptive statistics

Standard deviation	3.259412412
Coefficient of variation (CV)	2.4443398
Kurtosis	22.6574609
Mean	1.333453071
Median Absolute Deviation (MAD)	0.14
Skewness	4.391610914
Sum	1150.77
Variance	10.62376927
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.03	58	1.5%
0.02	58	1.5%
0.04	38	0.9%
0.06	33	0.8%
0.05	28	0.7%
0.01	27	0.7%
0.08	26	0.7%
0.09	24	0.6%
0.1	23	0.6%
0.07	22	0.5%
Other values (256)	526	13.2%
(Missing)	3137	78.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.01	27	0.7%
0.02	58	1.5%
0.03	58	1.5%
0.04	38	0.9%
0.05	28	0.7%

Value	Count	Frequency (%)
24.91	1	< 0.1%
24.8	1	< 0.1%
24.46	1	< 0.1%
24.04	1	< 0.1%
23.93	1	< 0.1%

TroponinT_med
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	308
Distinct (%)	35.7%
Missing	3137
Missing (%)	78.4%
Infinite	0
Infinite (%)	0.0%

Mean	1.053015064
Minimum	0.01
Maximum	24.04
Zeros	0
Zeros (%)	0.0%
Memory size	31.2 KiB

Quantile statistics

Minimum	0.01
5-th percentile	0.02
Q1	0.05
median	0.14
Q3	0.775
95-th percentile	5.5375
Maximum	24.04
Range	24.03
Interquartile range (IQR)	0.725

Descriptive statistics

Standard deviation	2.581096376
Coefficient of variation (CV)	2.451148578
Kurtosis	27.1536224
Mean	1.053015064
Median Absolute Deviation (MAD)	0.115
Skewness	4.682379601
Sum	908.752
Variance	6.662058502
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.02	59	1.5%
0.03	50	1.2%
0.04	39	1.0%
0.01	28	0.7%
0.06	27	0.7%
0.07	23	0.6%
0.09	21	0.5%
0.05	20	0.5%
0.08	19	0.5%
0.13	18	0.4%
Other values (298)	559	14.0%
(Missing)	3137	78.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.01	28	0.7%
0.015	8	0.2%
0.02	59	1.5%
0.025	9	0.2%
0.03	50	1.2%

Value	Count	Frequency (%)
24.04	1	< 0.1%
22.93	1	< 0.1%
20	1	< 0.1%
19.13	1	< 0.1%
17.88	1	< 0.1%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

First rows

	PATIENT_ID	ihd	Age	Gender	Height	ICUType	Weight_min	Weight_max	Weight_med	GCS_min	GCS_max	GCS_med	HR_min	HR_max	HR_med	NIDiasABP_min	NIDiasABP_max	NIDiasABP_med	NIMAP_min	NIMAP_max	NIMAP_med	NISysABP_min	NISysABP_max	NISysABP_med	RespRate_min	RespRate_max	RespRate_med	Temp_min	Temp_max	Temp_med	Urine_min	Urine_max	Urine_med	HCT_min	HCT_max	HCT_med	BUN_min	BUN_max	BUN_med	Creatinine_min	Creatinine_max	Creatinine_med	Glucose_min	Glucose_max	Glucose_med	HCO3_min	HCO3_max	HCO3_med	Mg_min	Mg_max	Mg_med	Platelets_min	Platelets_max	Platelets_med	K_min	K_max	K_med	Na_min	Na_max	Na_med	WBC_min	WBC_max	WBC_med	pH_min	pH_max	pH_med	PaCO2_min	PaCO2_max	PaCO2_med	PaO2_min	PaO2_max	PaO2_med	DiasABP_min	DiasABP_max	DiasABP_med	FiO2_min	FiO2_max	FiO2_med	MAP_min	MAP_max	MAP_med	MechVent_max	SysABP_min	SysABP_max	SysABP_med	SaO2_min	SaO2_max	SaO2_med	Albumin_min	Albumin_max	Albumin_med	ALP_min	ALP_max	ALP_med	ALT_min	ALT_max	ALT_med	AST_min	AST_max	AST_med	Bilirubin_min	Bilirubin_max	Bilirubin_med	Lactate_min	Lactate_max	Lactate_med	Cholesterol_min	Cholesterol_max	Cholesterol_med	TroponinI_min	TroponinI_max	TroponinI_med	TroponinT_min	TroponinT_max	TroponinT_med
0	132539	0	54	female	NaN	Surgical ICU	NaN	NaN	NaN	14.0	15.0	15.0	58.0	86.0	73.0	39.0	67.0	49.0	58.67	92.33	70.000	96.0	157.0	110.0	12.0	24.0	18.0	35.1	38.2	37.70	30.0	900.0	100.0	30.3	33.7	33.50	8.0	13.0	10.5	0.7	0.8	0.75	115.0	205.0	160.0	26.0	28.0	27.0	1.5	1.9	1.70	185.0	221.0	203.0	4.0	4.4	4.20	136.0	137.0	136.5	9.4	11.2	10.30	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
1	132540	0	76	male	175.3	Cardiac Surgery Recovery Unit	76.0	81.6	80.6	3.0	15.0	15.0	65.0	90.0	80.0	38.0	67.0	59.0	49.33	88.33	78.165	72.0	131.0	115.0	NaN	NaN	NaN	34.5	37.9	37.45	0.0	770.0	90.0	24.7	30.7	28.80	16.0	21.0	18.0	0.8	1.3	1.20	105.0	146.0	125.5	21.0	24.0	22.0	1.9	3.1	2.10	135.0	226.0	181.0	3.5	4.3	3.90	135.0	139.0	137.0	7.4	13.3	13.10	7.34	7.45	7.400	33.0	46.0	40.0	82.0	445.0	153.0	32.0	81.0	59.0	0.4	1.0	0.5	43.0	100.0	79.0	1	66.0	138.0	116.5	93.0	99.0	97.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
2	132541	0	44	female	NaN	Medical ICU	56.7	56.7	56.7	5.0	8.0	5.0	57.0	113.0	85.5	66.0	95.0	79.0	83.33	110.00	97.670	111.0	150.0	134.0	NaN	NaN	NaN	36.7	39.0	37.85	18.0	425.0	100.0	26.7	29.4	28.70	3.0	8.0	3.0	0.3	0.4	0.30	119.0	143.0	141.0	24.0	26.0	25.0	1.3	1.9	1.80	72.0	113.0	84.0	2.3	8.6	3.40	137.0	140.0	138.0	3.7	6.2	4.20	7.47	7.51	7.500	33.0	37.0	36.0	65.0	232.0	120.5	52.0	81.0	67.0	0.4	1.0	0.5	72.0	107.0	90.0	1	103.0	148.0	125.0	95.0	95.0	95.0	2.3	2.7	2.5	105.0	127.0	116.0	75.0	91.0	83.0	164.0	235.0	199.5	2.8	3.0	2.9	0.9	1.9	1.30	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
3	132543	0	68	male	180.3	Medical ICU	84.6	84.6	84.6	14.0	15.0	15.0	57.0	88.0	74.0	45.0	81.0	64.0	68.33	100.70	83.670	102.0	140.0	120.0	6.0	24.0	16.0	35.1	37.0	36.40	100.0	700.0	625.0	36.1	41.3	36.80	10.0	23.0	20.0	0.7	0.9	0.70	106.0	129.0	117.0	27.0	28.0	28.0	1.9	2.1	2.10	284.0	391.0	315.0	3.8	4.2	4.00	137.0	141.0	140.0	7.9	11.5	8.80	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	NaN	NaN	NaN	NaN	NaN	NaN	4.4	4.4	4.4	105.0	105.0	105.0	12.0	12.0	12.0	15.0	15.0	15.0	0.2	0.2	0.2	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
4	132545	0	88	female	NaN	Medical ICU	NaN	NaN	NaN	15.0	15.0	15.0	65.0	94.0	73.0	26.0	96.0	42.0	52.33	105.70	75.330	105.0	157.0	131.0	13.0	27.0	19.0	35.8	37.8	37.00	16.0	220.0	50.0	22.6	32.4	30.60	25.0	45.0	35.0	1.0	1.0	1.00	92.0	113.0	102.5	18.0	20.0	19.0	1.5	1.6	1.55	97.0	109.0	103.0	3.8	6.0	3.90	139.0	140.0	139.5	3.8	4.8	4.30	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	NaN	NaN	NaN	NaN	NaN	NaN	3.3	3.3	3.3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
5	132547	0	64	male	180.3	Coronary Care Unit	114.0	114.0	114.0	7.0	11.0	9.0	71.0	101.0	91.0	52.0	89.0	70.5	61.67	102.30	81.985	81.0	129.0	105.0	NaN	NaN	NaN	35.8	38.2	37.80	30.0	1200.0	60.0	35.0	41.6	36.15	15.0	19.0	16.5	0.7	1.4	0.90	153.0	264.0	197.0	19.0	21.0	19.5	1.7	2.3	2.10	173.0	276.0	197.0	3.4	5.1	3.90	136.0	141.0	137.0	12.7	24.0	13.85	7.29	7.46	7.420	31.0	45.0	35.0	78.0	179.0	101.0	55.0	87.0	75.0	0.4	0.5	0.5	62.0	107.0	90.0	1	73.0	152.0	120.0	96.0	98.0	97.0	NaN	NaN	NaN	101.0	101.0	101.0	45.0	60.0	52.5	47.0	162.0	104.5	0.4	0.4	0.4	NaN	NaN	NaN	212.0	212.0	212.0	1.3	1.3	1.30	NaN	NaN	NaN
6	132548	0	68	female	162.6	Medical ICU	87.0	87.0	87.0	15.0	15.0	15.0	50.0	88.0	68.0	31.0	88.0	77.0	46.33	121.00	112.000	77.0	187.0	178.0	10.0	24.0	12.0	35.8	37.1	36.70	15.0	190.0	50.0	30.0	32.9	31.90	31.0	36.0	31.5	3.4	4.1	3.45	94.0	115.0	105.5	23.0	26.0	25.0	1.9	1.9	1.90	325.0	337.0	327.0	3.4	4.4	3.65	138.0	140.0	139.0	6.2	6.7	6.20	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	56.0	105.0	76.5	NaN	NaN	NaN	72.0	174.0	108.0	0	108.0	218.0	163.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.7	0.8	0.75	NaN	NaN	NaN
7	132551	1	78	female	162.6	Medical ICU	48.4	48.4	48.4	8.0	15.0	10.0	55.0	111.0	68.0	14.0	56.0	27.0	37.33	92.67	52.000	76.0	166.0	101.0	NaN	NaN	NaN	35.6	38.0	37.05	12.0	130.0	40.0	32.6	34.1	33.00	58.0	81.0	59.0	0.6	0.9	0.60	116.0	139.0	123.0	11.0	18.0	13.0	1.6	4.1	2.20	91.0	102.0	96.0	3.9	4.7	4.50	137.0	141.0	141.0	16.1	23.5	20.40	7.11	7.40	7.270	24.0	42.0	31.0	86.0	334.0	105.0	27.0	54.0	39.5	0.4	1.0	0.5	45.0	89.0	66.0	1	82.0	172.0	127.5	94.0	98.0	97.0	1.9	1.9	1.9	47.0	47.0	47.0	46.0	46.0	46.0	82.0	82.0	82.0	0.3	0.3	0.3	1.2	2.3	1.55	NaN	NaN	NaN	3.1	3.5	3.30	NaN	NaN	NaN
8	132554	0	64	female	NaN	Medical ICU	60.7	60.7	60.7	15.0	15.0	15.0	115.0	137.0	128.0	47.0	92.0	65.0	64.33	104.00	84.170	93.0	143.0	125.5	19.0	44.0	35.5	36.7	37.3	36.80	100.0	300.0	300.0	28.3	28.3	28.30	21.0	23.0	22.0	0.7	0.7	0.70	112.0	113.0	112.5	21.0	25.0	23.0	1.6	1.7	1.65	696.0	696.0	696.0	3.9	4.5	4.20	139.0	139.0	139.0	15.2	15.2	15.20	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
9	132555	0	74	male	175.3	Cardiac Surgery Recovery Unit	66.1	72.1	66.1	10.0	15.0	15.0	67.0	99.0	86.0	49.0	57.0	53.0	68.67	82.67	75.670	108.0	134.0	121.0	NaN	NaN	NaN	34.8	38.2	36.75	25.0	360.0	80.0	26.4	31.5	29.25	17.0	22.0	19.0	1.0	1.3	1.10	106.0	114.0	110.0	23.0	26.0	25.0	1.8	1.8	1.80	139.0	157.0	141.0	4.1	4.6	4.35	139.0	141.0	140.0	9.0	11.8	9.70	7.29	7.41	7.345	38.0	50.0	45.0	102.0	486.0	159.5	43.0	76.0	59.0	0.4	1.0	0.5	61.0	100.0	80.0	1	78.0	180.0	123.0	96.0	99.0	97.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN

Last rows

	PATIENT_ID	ihd	Age	Gender	Height	ICUType	Weight_min	Weight_max	Weight_med	GCS_min	GCS_max	GCS_med	HR_min	HR_max	HR_med	NIDiasABP_min	NIDiasABP_max	NIDiasABP_med	NIMAP_min	NIMAP_max	NIMAP_med	NISysABP_min	NISysABP_max	NISysABP_med	RespRate_min	RespRate_max	RespRate_med	Temp_min	Temp_max	Temp_med	Urine_min	Urine_max	Urine_med	HCT_min	HCT_max	HCT_med	BUN_min	BUN_max	BUN_med	Creatinine_min	Creatinine_max	Creatinine_med	Glucose_min	Glucose_max	Glucose_med	HCO3_min	HCO3_max	HCO3_med	Mg_min	Mg_max	Mg_med	Platelets_min	Platelets_max	Platelets_med	K_min	K_max	K_med	Na_min	Na_max	Na_med	WBC_min	WBC_max	WBC_med	pH_min	pH_max	pH_med	PaCO2_min	PaCO2_max	PaCO2_med	PaO2_min	PaO2_max	PaO2_med	DiasABP_min	DiasABP_max	DiasABP_med	FiO2_min	FiO2_max	FiO2_med	MAP_min	MAP_max	MAP_med	MechVent_max	SysABP_min	SysABP_max	SysABP_med	SaO2_min	SaO2_max	SaO2_med	Albumin_min	Albumin_max	Albumin_med	ALP_min	ALP_max	ALP_med	ALT_min	ALT_max	ALT_med	AST_min	AST_max	AST_med	Bilirubin_min	Bilirubin_max	Bilirubin_med	Lactate_min	Lactate_max	Lactate_med	Cholesterol_min	Cholesterol_max	Cholesterol_med	TroponinI_min	TroponinI_max	TroponinI_med	TroponinT_min	TroponinT_max	TroponinT_med
3990	142655	0	43	male	NaN	Medical ICU	92.9	93.0	92.9	7.0	15.0	11.0	93.0	125.0	107.0	45.0	52.0	52.0	59.67	65.33	65.330	89.0	92.0	92.0	NaN	NaN	NaN	36.7	38.6	38.20	10.0	725.0	110.0	35.6	42.9	39.25	20.0	23.0	22.0	1.0	1.2	1.00	95.0	151.0	118.0	22.0	25.0	25.0	1.5	2.1	2.00	142.0	217.0	179.5	4.1	4.7	4.20	142.0	145.0	144.0	15.2	19.7	17.45	7.28	7.43	7.345	38.0	49.0	42.5	61.0	157.0	92.0	61.0	94.0	73.0	0.4	1.0	0.5	70.0	290.0	92.0	1	87.0	169.0	125.5	96.0	98.0	97.0	NaN	NaN	NaN	48.0	50.0	49.0	114.0	150.0	132.0	40.0	86.0	63.0	0.3	0.3	0.3	1.1	5.4	2.4	NaN	NaN	NaN	NaN	NaN	NaN	0.02	0.02	0.02
3991	142659	0	88	male	NaN	Coronary Care Unit	90.7	90.7	90.7	15.0	15.0	15.0	60.0	98.0	73.5	23.0	99.0	45.0	41.00	107.30	61.835	72.0	124.0	97.5	NaN	NaN	NaN	35.6	37.9	36.50	20.0	200.0	55.0	32.6	35.8	35.20	29.0	39.0	34.0	1.4	1.6	1.50	112.0	123.0	117.5	21.0	21.0	21.0	1.7	2.2	2.20	109.0	111.0	110.0	3.0	4.3	3.65	136.0	139.0	137.5	15.9	19.5	17.70	7.29	7.29	7.290	40.0	40.0	40.0	80.0	80.0	80.0	NaN	NaN	NaN	1.0	1.0	1.0	NaN	NaN	NaN	1	NaN	NaN	NaN	95.0	95.0	95.0	NaN	NaN	NaN	163.0	163.0	163.0	115.0	115.0	115.0	80.0	80.0	80.0	9.2	9.2	9.2	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
3992	142661	0	89	male	177.8	Surgical ICU	64.0	64.0	64.0	10.0	12.0	11.0	76.0	96.0	86.0	43.0	90.0	56.5	65.67	113.00	83.165	105.0	161.0	134.0	12.0	25.0	20.0	36.5	37.5	36.90	30.0	600.0	90.0	32.4	36.3	32.50	12.0	14.0	13.0	1.0	1.2	1.10	94.0	100.0	96.0	21.0	23.0	22.0	1.7	2.0	1.80	289.0	318.0	303.5	3.8	4.2	4.20	130.0	136.0	133.0	8.9	11.4	10.15	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	NaN	NaN	NaN	NaN	NaN	NaN	3.6	3.6	3.6	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
3993	142662	0	86	male	162.6	Medical ICU	53.0	53.0	53.0	11.0	15.0	15.0	64.0	117.0	79.0	13.0	91.0	40.0	45.67	102.00	68.000	91.0	154.0	122.0	NaN	NaN	NaN	35.8	39.4	36.70	14.0	200.0	60.0	31.7	31.8	31.75	57.0	69.0	63.0	2.2	2.2	2.20	102.0	106.0	104.0	18.0	20.0	19.0	1.6	2.0	1.80	160.0	168.0	164.0	4.3	4.7	4.50	136.0	137.0	136.5	11.0	20.8	15.90	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	NaN	NaN	NaN	NaN	NaN	NaN	2.6	2.6	2.6	155.0	192.0	173.5	28.0	35.0	31.5	35.0	37.0	36.0	0.9	1.1	1.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
3994	142664	0	51	female	NaN	Surgical ICU	75.0	75.0	75.0	3.0	11.0	10.0	68.0	119.0	100.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	36.6	37.6	36.95	0.0	640.0	80.0	29.0	30.1	29.10	9.0	15.0	10.0	0.4	0.5	0.50	111.0	128.0	122.0	25.0	27.0	25.0	1.6	2.0	1.90	107.0	205.0	135.0	3.7	3.9	3.90	141.0	143.0	142.0	7.0	8.9	8.00	7.34	7.49	7.450	36.0	50.0	39.0	84.0	304.0	105.5	52.0	91.0	68.0	0.4	0.5	0.4	64.0	108.0	83.5	1	96.0	149.0	113.0	98.0	98.0	98.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
3995	142665	0	70	female	NaN	Surgical ICU	87.0	87.0	87.0	3.0	15.0	14.0	83.0	113.0	99.5	40.0	87.0	62.5	60.00	104.00	78.000	88.0	138.0	109.5	NaN	NaN	NaN	35.5	37.8	37.10	15.0	150.0	40.0	26.9	31.6	29.05	14.0	18.0	16.0	0.8	1.0	0.90	106.0	136.0	121.0	21.0	22.0	21.5	1.0	2.0	1.70	198.0	218.0	208.0	2.4	4.7	3.85	136.0	138.0	136.0	11.5	17.5	14.50	7.35	7.42	7.380	38.0	43.0	40.0	76.0	205.0	140.0	45.0	82.0	68.0	0.4	0.5	0.4	57.0	112.0	86.5	1	90.0	154.0	117.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1.1	3.0	2.3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
3996	142667	0	25	male	NaN	Medical ICU	166.4	166.4	166.4	15.0	15.0	15.0	59.0	106.0	79.0	38.0	78.0	58.5	61.67	100.70	81.835	109.0	151.0	125.5	14.0	22.0	18.0	35.5	37.4	36.70	400.0	900.0	575.0	30.3	31.9	31.80	3.0	7.0	4.0	0.7	0.9	0.90	65.0	251.0	96.0	20.0	28.0	23.0	1.3	1.5	1.50	118.0	155.0	118.0	3.4	4.1	3.70	138.0	142.0	141.0	3.0	6.5	4.70	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	117.0	117.0	117.0	NaN	NaN	NaN	NaN	NaN	NaN
3997	142670	0	44	male	NaN	Medical ICU	109.0	109.0	109.0	3.0	8.0	7.0	80.0	143.0	94.5	40.0	90.0	60.5	60.33	108.30	78.835	94.0	156.0	117.0	NaN	NaN	NaN	37.1	38.4	37.80	10.0	700.0	77.5	37.8	40.0	38.60	6.0	10.0	7.5	1.0	1.2	1.15	97.0	132.0	99.0	23.0	26.0	25.0	2.2	2.5	2.45	220.0	229.0	226.0	3.6	4.0	3.80	137.0	142.0	141.0	10.6	11.8	10.80	7.39	7.41	7.390	38.0	44.0	44.0	108.0	212.0	127.0	63.0	88.0	74.0	0.4	0.6	0.4	79.0	103.0	89.5	1	113.0	136.0	127.5	NaN	NaN	NaN	NaN	NaN	NaN	51.0	51.0	51.0	20.0	20.0	20.0	20.0	20.0	20.0	0.5	0.5	0.5	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
3998	142671	1	37	male	NaN	Medical ICU	87.4	87.4	87.4	3.0	7.0	6.0	74.0	101.0	88.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	37.4	39.4	38.70	2.0	40.0	6.0	27.1	29.2	28.85	65.0	114.0	89.0	7.6	11.7	9.65	118.0	140.0	130.0	21.0	31.0	27.5	2.7	3.1	2.80	288.0	354.0	330.5	4.1	5.0	4.75	143.0	145.0	144.0	11.5	14.7	12.95	7.34	7.52	7.410	38.0	51.0	44.0	91.0	314.0	169.0	59.0	113.0	95.0	0.5	1.0	0.5	71.0	143.0	120.5	1	98.0	203.0	173.0	NaN	NaN	NaN	3.1	3.1	3.1	158.0	176.0	173.0	1513.0	2364.0	2036.0	1277.0	2038.0	1741.0	0.6	0.9	0.7	1.9	1.9	1.9	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
3999	142673	0	78	female	157.5	Surgical ICU	70.7	88.8	88.8	3.0	15.0	10.0	59.0	177.0	87.0	39.0	87.0	59.0	52.00	92.00	76.000	91.0	143.0	122.0	NaN	NaN	NaN	34.6	37.9	36.30	15.0	500.0	35.0	22.3	38.8	34.45	17.0	24.0	19.5	0.8	1.5	1.00	126.0	126.0	126.0	18.0	24.0	19.0	2.1	2.6	2.40	47.0	148.0	104.0	4.9	4.9	4.90	141.0	145.0	144.0	4.8	11.9	10.20	7.03	7.42	7.310	29.0	64.0	39.0	82.0	305.0	124.0	29.0	153.0	54.5	0.5	1.0	0.5	31.0	191.0	73.0	1	38.0	260.0	108.0	95.0	99.0	98.0	2.2	2.2	2.2	42.0	46.0	44.0	9.0	28.0	18.5	99.0	153.0	126.0	0.5	0.7	0.6	1.0	7.7	2.6	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN

Overview

Variables

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Cramér's V (φc)

Missing values

Sample

First rows

Last rows